From a41681cf040b5b7f1940dffb69db54fc033928f2 Mon Sep 17 00:00:00 2001 From: Daniil Gusev Date: Wed, 18 Mar 2026 18:56:11 +0100 Subject: [PATCH 01/19] Local audio/video transport implementation --- .github/workflows/run_tests.yml | 2 + agents-core/pyproject.toml | 1 + examples/10_local_transport_example/README.md | 127 + .../10_local_transport_example/__init__.py | 1 + .../local_transport_example.py | 106 + .../10_local_transport_example/pyproject.toml | 20 + plugins/local/README.md | 0 plugins/local/py.typed | 0 plugins/local/pyproject.toml | 42 + plugins/local/tests/__init__.py | 0 plugins/local/tests/conftest.py | 76 + plugins/local/tests/test_devices.py | 162 + plugins/local/tests/test_edge.py | 203 + plugins/local/tests/test_tracks.py | 112 + .../vision_agents/plugins/local/__init__.py | 10 + .../vision_agents/plugins/local/devices.py | 368 ++ .../local/vision_agents/plugins/local/edge.py | 259 + .../vision_agents/plugins/local/tracks.py | 336 ++ .../vision_agents/plugins/local/utils.py | 86 + pyproject.toml | 2 + uv.lock | 4681 +++++++++-------- 21 files changed, 4309 insertions(+), 2285 deletions(-) create mode 100644 examples/10_local_transport_example/README.md create mode 100644 examples/10_local_transport_example/__init__.py create mode 100644 examples/10_local_transport_example/local_transport_example.py create mode 100644 examples/10_local_transport_example/pyproject.toml create mode 100644 plugins/local/README.md create mode 100644 plugins/local/py.typed create mode 100644 plugins/local/pyproject.toml create mode 100644 plugins/local/tests/__init__.py create mode 100644 plugins/local/tests/conftest.py create mode 100644 plugins/local/tests/test_devices.py create mode 100644 plugins/local/tests/test_edge.py create mode 100644 plugins/local/tests/test_tracks.py create mode 100644 plugins/local/vision_agents/plugins/local/__init__.py create mode 100644 plugins/local/vision_agents/plugins/local/devices.py create mode 100644 plugins/local/vision_agents/plugins/local/edge.py create mode 100644 plugins/local/vision_agents/plugins/local/tracks.py create mode 100644 plugins/local/vision_agents/plugins/local/utils.py diff --git a/.github/workflows/run_tests.yml b/.github/workflows/run_tests.yml index 577207763..f9b47d7f6 100644 --- a/.github/workflows/run_tests.yml +++ b/.github/workflows/run_tests.yml @@ -84,6 +84,8 @@ jobs: sudo rm -rf "/usr/local/lib/android" || true sudo rm -rf "/usr/local/share/boost" || true sudo rm -rf "$AGENT_TOOLSDIRECTORY" || true + - name: Install system dependencies + run: sudo apt-get update && sudo apt-get install -y libportaudio2 - name: Install dependencies uses: ./.github/actions/python-uv-setup - name: Run core tests diff --git a/agents-core/pyproject.toml b/agents-core/pyproject.toml index e3c0e743d..9df9ef3bd 100644 --- a/agents-core/pyproject.toml +++ b/agents-core/pyproject.toml @@ -73,6 +73,7 @@ turbopuffer = ["vision-agents-plugins-turbopuffer"] mistral = ["vision-agents-plugins-mistral"] assemblyai = ["vision-agents-plugins-assemblyai"] redis = ["redis[hiredis]>=5.0.0"] +local = ["vision-agents-plugins-local"] all-plugins = [ "vision-agents-plugins-anthropic", diff --git a/examples/10_local_transport_example/README.md b/examples/10_local_transport_example/README.md new file mode 100644 index 000000000..e9fb560ad --- /dev/null +++ b/examples/10_local_transport_example/README.md @@ -0,0 +1,127 @@ +# Local Transport Example + +This example demonstrates how to run a vision agent using local audio/video I/O (microphone, speakers, and camera) instead of a cloud-based edge network. + +## Overview + +The LocalEdge provides: + +- **Microphone input**: Captures audio from your microphone +- **Speaker output**: Plays AI responses on your speakers +- **Camera input**: Captures video from your camera (optional) +- **No cloud dependencies**: Media runs locally (except for the LLM, TTS, and STT services) + +## Examples + +There are two example scripts: + +### 1. Basic Voice Agent (`local_transport_example.py`) + +Uses Gemini LLM with Deepgram STT and ElevenLabs TTS for a voice-only experience. + +```bash +uv run python local_transport_example.py +``` + +### 2. Vision Agent with Gemini Realtime (`local_transport_realtime_example.py`) + +Uses Gemini Realtime for native audio/video understanding. This lets Gemini see through your camera! + +```bash +uv run python local_transport_realtime_example.py +``` + +Try asking: "What do you see?" or "Describe what's in front of you" + +## Prerequisites + +1. A working microphone and speakers +2. A camera (optional for basic example, recommended for realtime example) +3. API keys: + +### For basic example: + +- Google AI (for Gemini LLM) +- Deepgram (for STT) +- ElevenLabs (for TTS) + +### For realtime example: + +- Google AI (for Gemini Realtime) - handles audio/video natively + +## Setup + +1. Create a `.env` file with your API keys: + +```bash +GOOGLE_API_KEY=your_google_api_key +DEEPGRAM_API_KEY=your_deepgram_api_key +ELEVENLABS_API_KEY=your_elevenlabs_api_key +``` + +2. Install dependencies: + +```bash +cd examples/10_local_transport_example +uv sync +``` + +## Device Selection + +Both examples will prompt you to select: + +1. **Input device** (microphone) +2. **Output device** (speakers) +3. **Video device** (camera) - can be skipped by entering 'n' + +Press Enter to use the default device, or enter a number to select a specific device. + +Press `Ctrl+C` to stop the agent. + +## Listing Audio Devices + +To see available audio devices on your system: + +```python +from vision_agents.plugins.local.devices import list_audio_input_devices, list_audio_output_devices + +list_audio_input_devices() +list_audio_output_devices() +``` + +## Configuration + +You can customize the audio settings when creating the LocalEdge: + +```python +from vision_agents.plugins.local import LocalEdge +from vision_agents.plugins.local.devices import ( + select_audio_input_device, + select_audio_output_device, +) + +input_device = select_audio_input_device() +output_device = select_audio_output_device() + +edge = LocalEdge( + audio_input=input_device, # AudioInputDevice (microphone) + audio_output=output_device, # AudioOutputDevice (speakers) +) +``` + +## Troubleshooting + +### No audio input/output + +1. Check that your microphone and speakers are properly connected +2. Run `list_audio_input_devices()` or `list_audio_output_devices()` to see available devices +3. Try specifying explicit device indices in the LocalEdge constructor + +### Audio quality issues + +- Try increasing the `blocksize` parameter for smoother audio +- Ensure your microphone isn't picking up too much background noise + +### Permission errors + +On macOS, you may need to grant microphone permissions to your terminal application. diff --git a/examples/10_local_transport_example/__init__.py b/examples/10_local_transport_example/__init__.py new file mode 100644 index 000000000..fb2431a97 --- /dev/null +++ b/examples/10_local_transport_example/__init__.py @@ -0,0 +1 @@ +# Local Transport Example diff --git a/examples/10_local_transport_example/local_transport_example.py b/examples/10_local_transport_example/local_transport_example.py new file mode 100644 index 000000000..8d632cb0d --- /dev/null +++ b/examples/10_local_transport_example/local_transport_example.py @@ -0,0 +1,106 @@ +""" +Local Transport Example + +Demonstrates using LocalTransport for local audio/video I/O with vision agents. +This enables running agents using your microphone, speakers, and camera without +cloud-based edge infrastructure. + +Usage: + uv run python local_transport_example.py run + +Requirements: + - Working microphone and speakers + - Optional: Camera for video input + - API keys for Gemini, Deepgram, and ElevenLabs in .env file +""" + +import logging +from typing import Any + +from dotenv import load_dotenv +from vision_agents.core import Agent, AgentLauncher, Runner, User +from vision_agents.core.utils.examples import get_weather_by_location +from vision_agents.plugins import deepgram, gemini +from vision_agents.plugins.local import LocalEdge +from vision_agents.plugins.local.devices import ( + select_audio_input_device, + select_audio_output_device, + select_video_device, +) + +logger = logging.getLogger(__name__) + +load_dotenv() + +INSTRUCTIONS = ( + "You're a helpful voice AI assistant running on the user's local machine. " + "Keep responses short and conversational. Don't use special characters or " + "formatting. Be friendly and helpful." +) + + +def setup_llm(model: str = "gemini-3.1-flash-lite-preview") -> gemini.LLM: + llm = gemini.LLM(model) + + @llm.register_function(description="Get current weather for a location") + async def get_weather(location: str) -> dict[str, Any]: + return await get_weather_by_location(location) + + return llm + + +async def create_agent() -> Agent: + llm = setup_llm() + + if input_device is None: + raise RuntimeError("No audio input device available") + if output_device is None: + raise RuntimeError("No audio output device available") + + logger.info(f"Using input: {input_device.name} ({input_device.sample_rate}Hz)") + logger.info(f"Using output: {output_device.name} ({output_device.sample_rate}Hz)") + if video_device: + logger.info(f"Using video device: {video_device.name}") + + transport = LocalEdge( + audio_input=input_device, + audio_output=output_device, + video_input=video_device, + ) + + agent = Agent( + edge=transport, + agent_user=User(name="Local AI Assistant", id="local-agent"), + instructions=INSTRUCTIONS, + processors=[], + llm=llm, + tts=deepgram.TTS(), + stt=deepgram.STT(eager_turn_detection=True), + ) + + return agent + + +async def join_call(agent: Agent, call_type: str, call_id: str, **kwargs: Any) -> None: + call = await agent.edge.create_call(call_id) + async with agent.join(call=call, participant_wait_timeout=0): + await agent.simple_response("Greet the user briefly") + await agent.finish() + + +if __name__ == "__main__": + print("\n" + "=" * 60) + print("Local Transport Voice Agent") + print("=" * 60) + print("\nThis agent uses your local microphone, speakers, and optionally camera.") + + input_device = select_audio_input_device() + output_device = select_audio_output_device() + video_device = select_video_device() + + print("Speak into your microphone to interact with the AI.") + if video_device: + print("Camera is enabled for video input.") + print("Press Ctrl+C to stop.\n") + + Runner(AgentLauncher(create_agent=create_agent, join_call=join_call)).cli() diff --git a/examples/10_local_transport_example/pyproject.toml b/examples/10_local_transport_example/pyproject.toml new file mode 100644 index 000000000..443a32438 --- /dev/null +++ b/examples/10_local_transport_example/pyproject.toml @@ -0,0 +1,20 @@ +[project] +name = "local-transport-example" +version = "0.0.0" +requires-python = ">=3.10" + +# Dependencies for local audio transport +dependencies = [ + "python-dotenv>=1.0", + "vision-agents-plugins-deepgram", + "vision-agents-plugins-elevenlabs", + "vision-agents-plugins-gemini", + "vision-agents-plugins-local", +] + +[tool.uv.sources] +"vision-agents-plugins-deepgram" = { path = "../../plugins/deepgram", editable = true } +"vision-agents-plugins-elevenlabs" = { path = "../../plugins/elevenlabs", editable = true } +"vision-agents-plugins-gemini" = { path = "../../plugins/gemini", editable = true } +"vision-agents-plugins-local" = { path = "../../plugins/local", editable = true } +"vision-agents" = { path = "../../agents-core", editable = true } diff --git a/plugins/local/README.md b/plugins/local/README.md new file mode 100644 index 000000000..e69de29bb diff --git a/plugins/local/py.typed b/plugins/local/py.typed new file mode 100644 index 000000000..e69de29bb diff --git a/plugins/local/pyproject.toml b/plugins/local/pyproject.toml new file mode 100644 index 000000000..8bc28099e --- /dev/null +++ b/plugins/local/pyproject.toml @@ -0,0 +1,42 @@ +[build-system] +requires = ["hatchling", "hatch-vcs"] +build-backend = "hatchling.build" + +[project] +name = "vision-agents-plugins-local" +dynamic = ["version"] +description = "Local audio & video integration for Vision Agents" +readme = "README.md" +keywords = ["local", "AI", "voice agents", "agents"] +requires-python = ">=3.10" +license = "MIT" +dependencies = [ + "vision-agents", + "sounddevice>=0.5.0", + "aiortc>=1.14.0, <1.15.0", + "av>=14.2.0, <17", +] + +[project.urls] +Documentation = "https://visionagents.ai/" +Website = "https://visionagents.ai/" +Source = "https://github.com/GetStream/Vision-Agents" + +[tool.hatch.version] +source = "vcs" +raw-options = { root = "..", search_parent_directories = true, fallback_version = "0.0.0" } + +[tool.hatch.build.targets.wheel] +packages = ["."] + +[tool.hatch.build.targets.sdist] +include = ["/vision_agents"] + +[tool.uv.sources] +vision-agents = { workspace = true } + +[dependency-groups] +dev = [ + "pytest>=8.4.1", + "pytest-asyncio>=1.0.0", +] diff --git a/plugins/local/tests/__init__.py b/plugins/local/tests/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/plugins/local/tests/conftest.py b/plugins/local/tests/conftest.py new file mode 100644 index 000000000..0820aaf0e --- /dev/null +++ b/plugins/local/tests/conftest.py @@ -0,0 +1,76 @@ +"""Shared test helpers for the local plugin.""" + +import numpy as np +from vision_agents.core.edge.types import User +from vision_agents.plugins.local.devices import AudioInputDevice, AudioOutputDevice +from vision_agents.plugins.local.edge import LocalEdge + + +class _FakeAudioInput(AudioInputDevice): + """Fake audio input device for testing.""" + + def __init__(self, sample_rate: int = 48000, channels: int = 1): + super().__init__( + index=0, name="fake-input", sample_rate=sample_rate, channels=channels + ) + self.started = False + self.stopped = False + self._data: list[np.ndarray] = [] + + def enqueue(self, data: np.ndarray) -> None: + self._data.append(data) + + def start(self) -> None: + self.started = True + + def read(self) -> np.ndarray | None: + if self._data: + return self._data.pop(0) + return None + + def stop(self) -> None: + self.stopped = True + + +class _FakeAudioOutput(AudioOutputDevice): + """Fake audio output device for testing.""" + + def __init__(self, sample_rate: int = 48000, channels: int = 2): + super().__init__( + index=0, name="fake-output", sample_rate=sample_rate, channels=channels + ) + self.started = False + self.stopped = False + self.written: list[np.ndarray] = [] + + def start(self) -> None: + self.started = True + + def write(self, samples: np.ndarray) -> None: + self.written.append(samples.copy()) + + def flush(self) -> None: + self.written.clear() + + def stop(self) -> None: + self.stopped = True + + +class _FakeAgent: + """Minimal Agent stub for transport.join() calls.""" + + def __init__(self) -> None: + self.agent_user = User(id="test-agent", name="Test Agent") + + +def _make_transport( + audio_input: _FakeAudioInput | None = None, + audio_output: _FakeAudioOutput | None = None, + **kwargs: object, +) -> LocalEdge: + """Create a LocalEdge with fake audio devices.""" + return LocalEdge( + audio_input=audio_input or _FakeAudioInput(), + audio_output=audio_output or _FakeAudioOutput(), + **kwargs, + ) diff --git a/plugins/local/tests/test_devices.py b/plugins/local/tests/test_devices.py new file mode 100644 index 000000000..12a1fbcdc --- /dev/null +++ b/plugins/local/tests/test_devices.py @@ -0,0 +1,162 @@ +"""Tests for local plugin device enumeration.""" + +from unittest.mock import MagicMock, patch + +from vision_agents.plugins.local.devices import ( + AudioInputDevice, + AudioOutputDevice, + list_audio_input_devices, + list_audio_output_devices, + list_cameras, +) +from vision_agents.plugins.local.tracks import _get_camera_input_format + + +class TestListAudioDevices: + """Tests for audio device enumeration.""" + + def test_list_audio_input_devices(self) -> None: + with patch("vision_agents.plugins.local.devices.sd") as mock_sd: + mock_sd.query_devices.return_value = [ + { + "name": "Mic", + "default_samplerate": 44100, + "max_input_channels": 2, + "max_output_channels": 0, + }, + { + "name": "Speaker", + "default_samplerate": 48000, + "max_input_channels": 0, + "max_output_channels": 2, + }, + ] + mock_sd.default.device = (0, 1) + + devices = list_audio_input_devices() + + assert len(devices) == 1 + assert isinstance(devices[0], AudioInputDevice) + assert devices[0].name == "Mic" + assert devices[0].channels == 2 + + def test_list_audio_output_devices(self) -> None: + with patch("vision_agents.plugins.local.devices.sd") as mock_sd: + mock_sd.query_devices.return_value = [ + { + "name": "Mic", + "default_samplerate": 44100, + "max_input_channels": 2, + "max_output_channels": 0, + }, + { + "name": "Speaker", + "default_samplerate": 48000, + "max_input_channels": 0, + "max_output_channels": 2, + }, + ] + mock_sd.default.device = (0, 1) + + devices = list_audio_output_devices() + + assert len(devices) == 1 + assert isinstance(devices[0], AudioOutputDevice) + assert devices[0].name == "Speaker" + assert devices[0].channels == 2 + + +class TestCameraEnumeration: + """Tests for camera enumeration functions.""" + + def test_list_cameras_darwin(self) -> None: + with ( + patch("vision_agents.plugins.local.devices.subprocess.run") as run_stub, + patch( + "vision_agents.plugins.local.devices.platform.system", + return_value="Darwin", + ), + ): + run_stub.return_value = MagicMock( + stderr=( + "[AVFoundation video devices:]\n" + "[AVFoundation indev @ 0x1] [0] FaceTime HD Camera\n" + "[AVFoundation indev @ 0x1] [1] USB Webcam\n" + "[AVFoundation audio devices:]\n" + ) + ) + + cameras = list_cameras() + + assert len(cameras) == 2 + assert cameras[0].index == 0 + assert cameras[0].name == "FaceTime HD Camera" + assert cameras[0].device == "0" + assert cameras[1].index == 1 + assert cameras[1].name == "USB Webcam" + + def test_list_cameras_linux(self) -> None: + with ( + patch( + "vision_agents.plugins.local.devices.platform.system", + return_value="Linux", + ), + patch( + "vision_agents.plugins.local.devices.glob.glob", + return_value=["/dev/video0"], + ), + patch( + "builtins.open", + MagicMock( + return_value=MagicMock( + __enter__=MagicMock( + return_value=MagicMock( + read=MagicMock(return_value="USB Camera\n") + ) + ), + __exit__=MagicMock(return_value=False), + ) + ), + ), + ): + cameras = list_cameras() + + assert len(cameras) == 1 + assert cameras[0].name == "USB Camera" + assert cameras[0].device == "/dev/video0" + + def test_list_cameras_empty_on_failure(self) -> None: + with ( + patch( + "vision_agents.plugins.local.devices.platform.system", + return_value="Darwin", + ), + patch( + "vision_agents.plugins.local.devices.subprocess.run", + side_effect=FileNotFoundError, + ), + ): + cameras = list_cameras() + + assert cameras == [] + + def test_get_camera_input_format_darwin(self) -> None: + with patch( + "vision_agents.plugins.local.tracks.platform.system", + return_value="Darwin", + ): + assert _get_camera_input_format() == "avfoundation" + + def test_get_camera_input_format_linux(self) -> None: + with patch( + "vision_agents.plugins.local.tracks.platform.system", + return_value="Linux", + ): + assert _get_camera_input_format() == "v4l2" + + def test_get_camera_input_format_windows(self) -> None: + with patch( + "vision_agents.plugins.local.tracks.platform.system", + return_value="Windows", + ): + assert _get_camera_input_format() == "dshow" diff --git a/plugins/local/tests/test_edge.py b/plugins/local/tests/test_edge.py new file mode 100644 index 000000000..cd3b02858 --- /dev/null +++ b/plugins/local/tests/test_edge.py @@ -0,0 +1,203 @@ +"""Tests for LocalEdge and LocalConnection.""" + +import asyncio + +import numpy as np +from vision_agents.core.edge.events import AudioReceivedEvent +from vision_agents.core.edge.types import Participant, User +from vision_agents.plugins.local.devices import CameraDevice +from vision_agents.plugins.local.edge import LocalCall, LocalConnection, LocalEdge + +from .conftest import _FakeAgent, _FakeAudioInput, _FakeAudioOutput, _make_transport + + +class TestLocalEdge: + """Tests for LocalEdge class.""" + + async def test_transport_with_custom_devices(self) -> None: + fake_input = _FakeAudioInput(sample_rate=16000, channels=1) + fake_output = _FakeAudioOutput(sample_rate=16000, channels=2) + + transport = LocalEdge( + audio_input=fake_input, + audio_output=fake_output, + ) + + assert transport._audio_input is fake_input + assert transport._audio_output is fake_output + assert transport._audio_input.sample_rate == 16000 + + async def test_create_audio_track(self) -> None: + transport = _make_transport() + track = transport.create_audio_track(sample_rate=48000, stereo=True) + + assert track is not None + assert track._audio_output is transport._audio_output + + async def test_join_starts_microphone(self) -> None: + fake_input = _FakeAudioInput(sample_rate=48000) + transport = _make_transport(audio_input=fake_input) + + connection = await transport.join(_FakeAgent()) + + assert transport._running + assert connection is not None + assert fake_input.started + + await transport.close() + + async def test_close_stops_audio(self) -> None: + fake_input = _FakeAudioInput(sample_rate=48000) + transport = _make_transport(audio_input=fake_input) + + await transport.join(_FakeAgent()) + await transport.close() + + assert not transport._running + assert fake_input.stopped + + async def test_publish_tracks_starts_output(self) -> None: + transport = _make_transport() + track = transport.create_audio_track() + + await transport.publish_tracks(track, None) + + assert track._running + assert track._playback_thread is not None + + track.stop() + + async def test_authenticate_is_noop(self) -> None: + transport = _make_transport() + user = User(id="test", name="Test User") + await transport.authenticate(user) + + async def test_add_track_subscriber_returns_none_for_unknown(self) -> None: + transport = _make_transport() + result = transport.add_track_subscriber("some-track-id") + assert result is None + + async def test_add_track_subscriber_returns_video_track(self) -> None: + transport = _make_transport( + video_input=CameraDevice(index=0, name="Test Camera", device="0") + ) + transport.create_video_track() + + result = transport.add_track_subscriber("local-video-track") + + assert result is not None + assert result._device == "0" + + async def test_create_conversation_returns_none(self) -> None: + transport = _make_transport() + user = User(id="test", name="Test") + + result = await transport.create_conversation( + LocalCall(id="test"), user, "instructions" + ) + assert result is None + + +class TestLocalConnection: + """Tests for LocalConnection class.""" + + async def test_idle_since_returns_zero(self) -> None: + transport = _make_transport() + connection = LocalConnection(transport) + assert connection.idle_since() == 0.0 + + async def test_wait_for_participant_returns_immediately(self) -> None: + transport = _make_transport() + connection = LocalConnection(transport) + + await asyncio.wait_for( + connection.wait_for_participant(timeout=10.0), timeout=1.0 + ) + + async def test_connection_close(self) -> None: + fake_input = _FakeAudioInput(sample_rate=48000) + transport = _make_transport(audio_input=fake_input) + connection = await transport.join(_FakeAgent()) + + await connection.close() + assert not transport._running + + +class TestAudioReceivedEvent: + """Tests for audio event emission.""" + + async def test_emit_audio_event(self) -> None: + transport = _make_transport() + + received_events: list[AudioReceivedEvent] = [] + + @transport.events.subscribe + async def on_audio(event: AudioReceivedEvent) -> None: + received_events.append(event) + + data = np.array([[100], [200], [300], [400]], dtype=np.int16) + transport._emit_audio_event(data) + + await asyncio.sleep(0.01) + + assert len(received_events) == 1 + event = received_events[0] + assert event.pcm_data is not None + assert event.participant is not None + assert isinstance(event.participant, Participant) + assert event.participant.user_id == "local" + assert event.participant.id == "local" + + async def test_mic_polling_with_custom_input(self) -> None: + fake_input = _FakeAudioInput(sample_rate=16000, channels=1) + transport = _make_transport(audio_input=fake_input) + + received_events: list[AudioReceivedEvent] = [] + + @transport.events.subscribe + async def on_audio(event: AudioReceivedEvent) -> None: + received_events.append(event) + + await transport.join(_FakeAgent()) + + fake_input.enqueue(np.array([100, 200, 300], dtype=np.int16)) + await asyncio.sleep(0.3) + + assert len(received_events) >= 1 + event = received_events[0] + assert event.pcm_data is not None + assert event.pcm_data.sample_rate == 16000 + + await transport.close() + + +class TestLocalEdgeVideo: + """Tests for LocalEdge video functionality.""" + + async def test_transport_with_video_input(self) -> None: + transport = _make_transport( + video_input=CameraDevice(index=0, name="Test Camera", device="0"), + video_width=1280, + video_height=720, + video_fps=15, + ) + + assert transport._video_input == "0" + assert transport._video_width == 1280 + assert transport._video_height == 720 + assert transport._video_fps == 15 + + async def test_transport_without_video_input(self) -> None: + transport = _make_transport() + assert transport._video_input is None + track = transport.create_video_track() + assert track is None + + async def test_create_video_track_with_device(self) -> None: + transport = _make_transport( + video_input=CameraDevice(index=0, name="Test Camera", device="0") + ) + track = transport.create_video_track() + + assert track is not None + assert track._device == "0" diff --git a/plugins/local/tests/test_tracks.py b/plugins/local/tests/test_tracks.py new file mode 100644 index 000000000..6164f88f7 --- /dev/null +++ b/plugins/local/tests/test_tracks.py @@ -0,0 +1,112 @@ +"""Tests for local plugin audio tracks.""" + +import asyncio + +import numpy as np +from getstream.video.rtc.track_util import AudioFormat, PcmData +from vision_agents.plugins.local.tracks import LocalOutputAudioTrack + +from .conftest import _FakeAudioOutput + + +class TestLocalOutputAudioTrack: + """Tests for LocalOutputAudioTrack class.""" + + async def test_create_output_audio_track(self) -> None: + output = _FakeAudioOutput(sample_rate=48000, channels=2) + track = LocalOutputAudioTrack(audio_output=output) + assert output.sample_rate == 48000 + assert output.channels == 2 + assert not track._stopped + + async def test_audio_track_start(self) -> None: + output = _FakeAudioOutput(sample_rate=48000, channels=2) + track = LocalOutputAudioTrack(audio_output=output) + track.start() + + assert track._running + assert track._playback_thread is not None + assert track._playback_thread.is_alive() + assert output.started + + track.stop() + + async def test_audio_track_write(self) -> None: + output = _FakeAudioOutput(sample_rate=48000, channels=2) + track = LocalOutputAudioTrack(audio_output=output) + track.start() + + samples = np.array([100, 200, 300, 400], dtype=np.int16) + pcm = PcmData( + samples=samples, + sample_rate=48000, + format=AudioFormat.S16, + channels=2, + ) + + await track.write(pcm) + assert not track._buffer.empty() + + async def test_audio_track_stop(self) -> None: + output = _FakeAudioOutput(sample_rate=48000, channels=2) + track = LocalOutputAudioTrack(audio_output=output) + track.start() + track.stop() + + assert track._stopped + assert not track._running + assert output.stopped + + async def test_audio_track_flush(self) -> None: + output = _FakeAudioOutput(sample_rate=48000, channels=2) + track = LocalOutputAudioTrack(audio_output=output) + track.start() + + samples = np.array([100, 200, 300, 400], dtype=np.int16) + pcm = PcmData( + samples=samples, + sample_rate=48000, + format=AudioFormat.S16, + channels=2, + ) + await track.write(pcm) + assert not track._buffer.empty() + + await track.flush() + assert track._buffer.empty() + + async def test_playback_thread_processes_queue(self) -> None: + output = _FakeAudioOutput(sample_rate=48000, channels=2) + track = LocalOutputAudioTrack(audio_output=output) + track.start() + + test_data = np.array([100, 200, 300, 400, 500, 600, 700, 800], dtype=np.int16) + track._buffer.put(test_data) + + await asyncio.sleep(0.2) + + assert track._buffer.empty() + assert len(output.written) == 1 + + track.stop() + + async def test_buffer_has_duration_limit(self) -> None: + output = _FakeAudioOutput(sample_rate=48000, channels=2) + track = LocalOutputAudioTrack(audio_output=output, buffer_limit_ms=2000) + assert track._buffer._buffer_limit_ms == 2000 + + async def test_resampling(self) -> None: + output = _FakeAudioOutput(sample_rate=48000, channels=2) + track = LocalOutputAudioTrack(audio_output=output) + track.start() + + samples = np.array([100, 200, 300, 400], dtype=np.int16) + pcm = PcmData( + samples=samples, + sample_rate=16000, + format=AudioFormat.S16, + channels=1, + ) + + await track.write(pcm) + assert not track._buffer.empty() diff --git a/plugins/local/vision_agents/plugins/local/__init__.py b/plugins/local/vision_agents/plugins/local/__init__.py new file mode 100644 index 000000000..7424da0cf --- /dev/null +++ b/plugins/local/vision_agents/plugins/local/__init__.py @@ -0,0 +1,10 @@ +from .devices import AudioInputDevice, AudioOutputDevice, CameraDevice +from .edge import LocalCall, LocalEdge + +__all__ = [ + "AudioInputDevice", + "AudioOutputDevice", + "CameraDevice", + "LocalCall", + "LocalEdge", +] diff --git a/plugins/local/vision_agents/plugins/local/devices.py b/plugins/local/vision_agents/plugins/local/devices.py new file mode 100644 index 000000000..55c750251 --- /dev/null +++ b/plugins/local/vision_agents/plugins/local/devices.py @@ -0,0 +1,368 @@ +""" +Device enumeration and selection utilities for LocalTransport. + +Provides typed device representations and interactive prompts for +selecting audio and video devices when running agents locally. +""" + +import glob +import logging +import platform +import queue +import re +import subprocess +from dataclasses import dataclass + +import numpy as np +import sounddevice as sd + +from .utils import prompt_selection + +logger = logging.getLogger(__name__) + + +_AVFOUNDATION_RE = re.compile(r"\[AVFoundation.*?\]\s*\[(\d+)\]\s*(.+)") +_DSHOW_DEVICE_RE = re.compile(r'"(.+?)"') + + +class AudioInputDevice: + """Audio input device (microphone). + + Combines device metadata with stream capture. Subclass to implement + custom audio backends (e.g. GStreamer). + """ + + def __init__( + self, + index: int, + name: str, + sample_rate: int = 48000, + channels: int = 1, + is_default: bool = False, + blocksize: int = 1024, + ): + self.index = index + self.name = name + self._sample_rate = sample_rate + self._channels = channels + self.is_default = is_default + self._blocksize = blocksize + self._stream: sd.InputStream | None = None + self._buffer: queue.Queue[np.ndarray] = queue.Queue(maxsize=200) + + @property + def sample_rate(self) -> int: + return self._sample_rate + + @property + def channels(self) -> int: + return self._channels + + def _callback( + self, + indata: np.ndarray, + frames: int, + time_info: object, + status: object, + ) -> None: + if status: + logger.warning("Audio input status: %s", status) + try: + self._buffer.put_nowait(indata.copy()) + except queue.Full: + pass + + def start(self) -> None: + """Open and start the audio input stream.""" + self._stream = sd.InputStream( + samplerate=self._sample_rate, + channels=self._channels, + dtype="int16", + blocksize=self._blocksize, + device=self.index, + callback=self._callback, + ) + self._stream.start() + logger.info( + "Started audio input: %dHz, %d channels", + self._sample_rate, + self._channels, + ) + + def read(self) -> np.ndarray | None: + """Block until audio data is available (up to 100ms timeout).""" + try: + return self._buffer.get(timeout=0.1) + except queue.Empty: + return None + + def stop(self) -> None: + """Stop and close the audio input stream.""" + if self._stream is not None: + self._stream.stop() + self._stream.close() + self._stream = None + logger.info("Stopped audio input") + + +class AudioOutputDevice: + """Audio output device (speaker/headphones). + + Combines device metadata with stream playback. Subclass to implement + custom audio backends (e.g. GStreamer). + """ + + def __init__( + self, + index: int, + name: str, + sample_rate: int = 48000, + channels: int = 2, + is_default: bool = False, + blocksize: int = 2048, + ): + self.index = index + self.name = name + self._sample_rate = sample_rate + self._channels = channels + self.is_default = is_default + self._blocksize = blocksize + self._stream: sd.OutputStream | None = None + + @property + def sample_rate(self) -> int: + return self._sample_rate + + @property + def channels(self) -> int: + return self._channels + + def start(self) -> None: + """Open and start the audio output stream.""" + self._stream = sd.OutputStream( + samplerate=self._sample_rate, + channels=self._channels, + dtype="int16", + blocksize=self._blocksize, + device=self.index, + ) + self._stream.start() + logger.info( + "Started audio output: %dHz, %d channels", + self._sample_rate, + self._channels, + ) + + def write(self, samples: np.ndarray) -> None: + """Write flat int16 samples to the device.""" + if self._stream is None: + return + frames = len(samples) // self._channels + audio = samples.reshape(frames, self._channels) + self._stream.write(audio) + + def flush(self) -> None: + """Abort current playback and restart the stream.""" + if self._stream is not None: + self._stream.abort() + self._stream.start() + + def stop(self) -> None: + """Stop and close the audio output stream.""" + if self._stream is not None: + self._stream.stop() + self._stream.close() + self._stream = None + logger.info("Stopped audio output") + + +@dataclass(frozen=True) +class CameraDevice: + """A detected camera.""" + + index: int + name: str + device: str + + +def list_audio_input_devices() -> list[AudioInputDevice]: + """Return all audio input devices.""" + raw = sd.query_devices() + default_in = sd.default.device[0] + return [ + AudioInputDevice( + index=i, + name=dev["name"], + sample_rate=int(dev["default_samplerate"]), + channels=dev["max_input_channels"], + is_default=(i == default_in), + ) + for i, dev in enumerate(raw) + if dev["max_input_channels"] > 0 + ] + + +def list_audio_output_devices() -> list[AudioOutputDevice]: + """Return all audio output devices.""" + raw = sd.query_devices() + default_out = sd.default.device[1] + return [ + AudioOutputDevice( + index=i, + name=dev["name"], + sample_rate=int(dev["default_samplerate"]), + channels=dev["max_output_channels"], + is_default=(i == default_out), + ) + for i, dev in enumerate(raw) + if dev["max_output_channels"] > 0 + ] + + +def select_audio_input_device() -> AudioInputDevice | None: + """Interactive prompt to select an audio input device.""" + devices = list_audio_input_devices() + default = next((d for d in devices if d.is_default), None) + return prompt_selection( + items=devices, + formatter=_format_audio_device, + header="INPUT DEVICES (Microphones)", + default=default, + ) + + +def select_audio_output_device() -> AudioOutputDevice | None: + """Interactive prompt to select an audio output device.""" + devices = list_audio_output_devices() + default = next((d for d in devices if d.is_default), None) + return prompt_selection( + items=devices, + formatter=_format_audio_device, + header="OUTPUT DEVICES (Speakers)", + default=default, + ) + + +def select_video_device() -> CameraDevice | None: + """Interactive prompt to select a camera or skip. + + Returns: + The selected camera device, or None if skipped. + """ + cameras = list_cameras() + + return prompt_selection( + items=cameras, + formatter=lambda c: c.name, + header="VIDEO DEVICES (Cameras)", + allow_skip=True, + empty_message="No cameras detected\n (Camera support requires ffmpeg to be installed)", + ) + + +def list_cameras() -> list[CameraDevice]: + """List available cameras on the system.""" + system = platform.system() + + if system == "Darwin": + return _list_cameras_darwin() + if system == "Linux": + return _list_cameras_linux() + if system == "Windows": + return _list_cameras_windows() + + return [] + + +def _format_audio_device(dev: AudioInputDevice | AudioOutputDevice) -> str: + """Format an audio device for display.""" + default = " [DEFAULT]" if dev.is_default else "" + return f"{dev.name} ({dev.sample_rate}Hz){default}" + + +def _list_cameras_darwin() -> list[CameraDevice]: + """List cameras on macOS via ffmpeg/AVFoundation.""" + try: + result = subprocess.run( + ["ffmpeg", "-f", "avfoundation", "-list_devices", "true", "-i", ""], + capture_output=True, + text=True, + timeout=5, + ) + except (subprocess.TimeoutExpired, FileNotFoundError): + logger.warning("Failed to list cameras (is ffmpeg installed?)") + return [] + + cameras: list[CameraDevice] = [] + in_video_section = False + + for line in result.stderr.splitlines(): + if "AVFoundation video devices:" in line: + in_video_section = True + continue + if "AVFoundation audio devices:" in line: + break + if in_video_section: + match = _AVFOUNDATION_RE.search(line) + if match: + cam_idx = int(match.group(1)) + cameras.append( + CameraDevice( + index=cam_idx, name=match.group(2), device=str(cam_idx) + ) + ) + + return cameras + + +def _list_cameras_linux() -> list[CameraDevice]: + """List cameras on Linux via /dev/video* and sysfs.""" + cameras: list[CameraDevice] = [] + + for i, dev_path in enumerate(sorted(glob.glob("/dev/video*"))): + name_path = f"/sys/class/video4linux/{dev_path.split('/')[-1]}/name" + try: + with open(name_path) as f: + name = f.read().strip() + except OSError: + name = dev_path + cameras.append(CameraDevice(index=i, name=name, device=dev_path)) + + return cameras + + +def _list_cameras_windows() -> list[CameraDevice]: + """List cameras on Windows via ffmpeg/DirectShow.""" + try: + result = subprocess.run( + ["ffmpeg", "-f", "dshow", "-list_devices", "true", "-i", "dummy"], + capture_output=True, + text=True, + timeout=5, + ) + except (subprocess.TimeoutExpired, FileNotFoundError): + logger.warning("Failed to list cameras (is ffmpeg installed?)") + return [] + + cameras: list[CameraDevice] = [] + in_video_section = False + + for line in result.stderr.splitlines(): + if "DirectShow video devices" in line: + in_video_section = True + continue + if "DirectShow audio devices" in line: + break + if in_video_section: + match = _DSHOW_DEVICE_RE.search(line) + if match: + name = match.group(1) + cameras.append( + CameraDevice( + index=len(cameras), + name=name, + device=f'video="{name}"', + ) + ) + + return cameras diff --git a/plugins/local/vision_agents/plugins/local/edge.py b/plugins/local/vision_agents/plugins/local/edge.py new file mode 100644 index 000000000..a5239d9b2 --- /dev/null +++ b/plugins/local/vision_agents/plugins/local/edge.py @@ -0,0 +1,259 @@ +import asyncio +import logging +from dataclasses import dataclass +from typing import TYPE_CHECKING, Any + +import aiortc +import numpy as np +from getstream.video.rtc.track_util import AudioFormat, PcmData +from vision_agents.core.edge.edge_transport import EdgeTransport +from vision_agents.core.edge.events import AudioReceivedEvent, TrackAddedEvent +from vision_agents.core.edge.types import Connection, Participant, TrackType, User + +from .devices import AudioInputDevice, AudioOutputDevice, CameraDevice +from .tracks import LocalOutputAudioTrack, LocalVideoTrack + +if TYPE_CHECKING: + from vision_agents.core.agents.agents import Agent + +PLUGIN_NAME = "local" +LOCAL_VIDEO_TRACK_ID = "local-video-track" + +logger = logging.getLogger(__name__) + + +@dataclass +class LocalCall: + """Minimal Call-compatible object for local transport.""" + + id: str + + +# TODO: How to make screencapture work? +# TODO: Use Tkinter to display video output? + + +class LocalEdge(EdgeTransport): + """EdgeTransport implementation for local audio/video I/O. + + Uses AudioInputDevice / AudioOutputDevice for microphone capture and + speaker playback (defaults to sounddevice). Subclass these device + classes to use alternative hardware (e.g. GStreamer). + """ + + def __init__( + self, + audio_input: AudioInputDevice, + audio_output: AudioOutputDevice, + video_input: CameraDevice | None = None, + video_width: int = 640, + video_height: int = 480, + video_fps: int = 30, + ): + super().__init__() + + self._audio_input = audio_input + self._audio_output = audio_output + + self._video_input = video_input.device if video_input else None + self._video_width = video_width + self._video_height = video_height + self._video_fps = video_fps + + self._participant = Participant( + original=None, + user_id="local", + id="local", + ) + + self._mic_task: asyncio.Task[None] | None = None + self._running = False + self._audio_track: LocalOutputAudioTrack | None = None + self._video_track: LocalVideoTrack | None = None + self._connection: LocalConnection | None = None + self._loop: asyncio.AbstractEventLoop | None = None + + async def publish_tracks( + self, + audio_track: aiortc.MediaStreamTrack | None, + video_track: aiortc.MediaStreamTrack | None, + ) -> None: + """Publish the agent's media tracks locally.""" + if audio_track is not None and isinstance(audio_track, LocalOutputAudioTrack): + audio_track.start() + logger.info("Audio track published and started") + + if video_track is not None and isinstance(video_track, LocalVideoTrack): + logger.info("Video track published") + + def create_audio_track( + self, sample_rate: int = 48000, stereo: bool = True + ) -> "LocalOutputAudioTrack": + """Create an audio track that plays through the audio output backend.""" + self._audio_track = LocalOutputAudioTrack( + audio_output=self._audio_output, + ) + return self._audio_track + + def create_video_track(self) -> LocalVideoTrack | None: + """Create a video track for the agent's camera input.""" + if self._video_input is None: + logger.debug("No video device configured, skipping video track creation") + return None + + self._video_track = LocalVideoTrack( + device=self._video_input, + width=self._video_width, + height=self._video_height, + fps=self._video_fps, + ) + return self._video_track + + def add_track_subscriber(self, track_id: str) -> LocalVideoTrack | None: + """Return the local camera video track if available.""" + if track_id == LOCAL_VIDEO_TRACK_ID and self._video_track is not None: + return self._video_track + return None + + async def join( + self, agent: "Agent", call: Any = None, **kwargs: Any + ) -> "LocalConnection": + """Start microphone capture and optionally camera.""" + await self._start_audio() + + if self._video_input is not None: + video_track = self.create_video_track() + if video_track is not None: + self.events.send( + TrackAddedEvent( + plugin_name=PLUGIN_NAME, + track_id=LOCAL_VIDEO_TRACK_ID, + track_type=TrackType.VIDEO, + participant=self._participant, + ) + ) + logger.info("Camera video track added") + + self._connection = LocalConnection(self) + return self._connection + + async def close(self) -> None: + """Stop audio/video and release all resources.""" + await self._stop_audio() + self._connection = None + + async def authenticate(self, user: User) -> None: + # Local transport does not require any auth + return + + def open_demo(self, *args: Any, **kwargs: Any) -> None: + """Not supported for local transport.""" + logger.warning( + "LocalEdge does not have a demo UI. " + "Audio is captured from the microphone and played on the speakers." + ) + + async def create_call(self, call_id: str, **kwargs: Any) -> LocalCall: + return LocalCall(id=call_id) + + async def send_custom_event(self, data: dict[str, Any]) -> None: + raise NotImplementedError("LocalEdge does not support send_custom_event") + + async def create_conversation( + self, call: Any, user: User, instructions: str + ) -> None: + # + return None + + def _emit_audio_event(self, data: np.ndarray) -> None: + """Convert raw numpy audio to PcmData and emit AudioReceivedEvent.""" + samples = data.flatten().astype(np.int16) + pcm = PcmData( + samples=samples, + sample_rate=self._audio_input.sample_rate, + format=AudioFormat.S16, + channels=self._audio_input.channels, + ) + pcm.participant = self._participant + + self.events.send( + AudioReceivedEvent( + plugin_name=PLUGIN_NAME, + pcm_data=pcm, + participant=self._participant, + ) + ) + + async def _mic_polling_loop(self) -> None: + """Read from the mic on a background thread and dispatch events to the event loop.""" + assert self._loop is not None + loop = self._loop + + def _read_loop() -> None: + while self._running: + data = self._audio_input.read() + if data is not None: + loop.call_soon_threadsafe(self._emit_audio_event, data) + + try: + await asyncio.to_thread(_read_loop) + except asyncio.CancelledError: + logger.debug("Mic polling loop cancelled") + raise + + async def _start_audio(self) -> None: + """Start microphone capture via the audio input backend.""" + if self._running: + return + + self._running = True + self._loop = asyncio.get_running_loop() + self._audio_input.start() + logger.info( + "Started microphone: %dHz, %d channels", + self._audio_input.sample_rate, + self._audio_input.channels, + ) + self._mic_task = asyncio.create_task(self._mic_polling_loop()) + + async def _stop_audio(self) -> None: + """Stop all audio and video streams.""" + self._running = False + + if self._mic_task is not None: + self._mic_task.cancel() + try: + await self._mic_task + except asyncio.CancelledError: + pass + self._mic_task = None + + self._audio_input.stop() + logger.info("Stopped microphone") + + if self._audio_track is not None: + self._audio_track.stop() + + if self._video_track is not None: + self._video_track.stop() + self._video_track = None + + +class LocalConnection(Connection): + """Connection wrapper for local transport.""" + + def __init__(self, transport: "LocalEdge"): + super().__init__() + self._transport = transport + + def idle_since(self) -> float: + """Local transport is never idle.""" + return 0.0 + + async def wait_for_participant(self, timeout: float | None = None) -> None: + """Local user is always present, return immediately.""" + return + + async def close(self, timeout: float = 2.0) -> None: + """Close the local connection.""" + await self._transport.close() diff --git a/plugins/local/vision_agents/plugins/local/tracks.py b/plugins/local/vision_agents/plugins/local/tracks.py new file mode 100644 index 000000000..ea9738b32 --- /dev/null +++ b/plugins/local/vision_agents/plugins/local/tracks.py @@ -0,0 +1,336 @@ +""" +LocalTransport: audio/video track implementations. + +Provides LocalOutputAudioTrack for speaker playback and LocalVideoTrack +for camera capture, enabling vision agents to run locally without cloud +edge infrastructure. +""" + +import asyncio +import logging +import platform +import queue +import threading +import time +from collections import deque +from fractions import Fraction +from typing import Any + +import av +import numpy as np +import sounddevice as sd +from aiortc import AudioStreamTrack, VideoStreamTrack +from getstream.video.rtc.track_util import PcmData + +from .devices import AudioOutputDevice + +logger = logging.getLogger(__name__) + + +def _get_camera_input_format() -> str: + """Get the FFmpeg input format for the current platform.""" + system = platform.system() + if system == "Darwin": + return "avfoundation" + elif system == "Linux": + return "v4l2" + elif system == "Windows": + return "dshow" + else: + raise RuntimeError(f"Unsupported platform for camera capture: {system}") + + +class PlaybackBuffer: + """Thread-safe audio buffer with duration-based limits. + + Drops oldest samples when the buffer exceeds the configured duration, + keeping playback close to real-time. Uses threading primitives so the + consumer can block on ``get`` from a plain thread. + """ + + def __init__(self, sample_rate: int, channels: int, buffer_limit_ms: int = 2000): + self._sample_rate = sample_rate + self._channels = channels + self._buffer_limit_ms = buffer_limit_ms + self._deque: deque[np.ndarray] = deque() + self._total_samples = 0 + self._lock = threading.Lock() + self._not_empty = threading.Event() + + def _max_samples(self) -> int: + return int((self._buffer_limit_ms / 1000) * self._sample_rate * self._channels) + + def put(self, samples: np.ndarray) -> None: + """Append samples, dropping oldest data if the buffer would exceed the limit.""" + with self._lock: + self._deque.append(samples) + self._total_samples += len(samples) + + limit = self._max_samples() + dropped = 0 + while self._total_samples > limit and self._deque: + oldest = self._deque.popleft() + self._total_samples -= len(oldest) + dropped += len(oldest) + + if dropped: + dropped_ms = (dropped / self._channels / self._sample_rate) * 1000 + logger.warning( + "Playback buffer over %.0fms limit, dropped %.1fms of audio", + self._buffer_limit_ms, + dropped_ms, + ) + + self._not_empty.set() + + def get(self, timeout: float = 0.1) -> np.ndarray: + """Block until data is available or *timeout* expires. + + Raises: + queue.Empty: If no data arrives within the timeout. + """ + if not self._not_empty.wait(timeout=timeout): + raise queue.Empty() + + with self._lock: + if not self._deque: + self._not_empty.clear() + raise queue.Empty() + + chunk = self._deque.popleft() + self._total_samples -= len(chunk) + + if not self._deque: + self._not_empty.clear() + + return chunk + + def flush(self) -> None: + """Discard all buffered audio.""" + with self._lock: + self._deque.clear() + self._total_samples = 0 + self._not_empty.clear() + + def empty(self) -> bool: + return self._total_samples == 0 + + +class LocalOutputAudioTrack(AudioStreamTrack): + """Audio track that plays PcmData through an AudioOutputDevice. + + Handles PcmData-to-numpy conversion, resampling, and queued playback + on a dedicated thread. + + Extends AudioStreamTrack so it satisfies the MediaStreamTrack interface + required by EdgeTransport.publish_tracks. Since this is a write-only + (playback) track, recv() is not supported. + """ + + def __init__(self, audio_output: AudioOutputDevice, buffer_limit_ms: int = 30_000): + super().__init__() + self._audio_output = audio_output + self._buffer = PlaybackBuffer( + sample_rate=audio_output.sample_rate, + channels=audio_output.channels, + buffer_limit_ms=buffer_limit_ms, + ) + self._running = False + self._stopped = False + self._playback_thread: threading.Thread | None = None + self._write_lock = asyncio.Lock() + + async def recv(self) -> av.AudioFrame: + """Not supported — this is a write-only playback track.""" + raise NotImplementedError( + "LocalOutputAudioTrack is a playback-only track; recv() is not supported" + ) + + def start(self) -> None: + """Start the audio output stream.""" + if self._running or self._stopped: + return + + self._audio_output.start() + self._running = True + self._playback_thread = threading.Thread( + target=self._playback_loop, daemon=True + ) + self._playback_thread.start() + + async def write(self, data: PcmData) -> None: + """Write PCM data to be played on the speaker.""" + if self._stopped: + return + + async with self._write_lock: + samples = self._process_audio(data) + self._buffer.put(samples) + + async def flush(self) -> None: + """Clear any pending audio data and abort OS-level playback.""" + async with self._write_lock: + self._buffer.flush() + self._audio_output.flush() + + def stop(self) -> None: + """Stop the audio output stream.""" + super().stop() + self._stopped = True + self._running = False + + if self._playback_thread is not None: + self._playback_thread.join(timeout=1.0) + self._playback_thread = None + + self._audio_output.stop() + + def _playback_loop(self) -> None: + """Dedicated thread that drains the buffer into the AudioOutput backend.""" + try: + while self._running: + try: + data = self._buffer.get(timeout=0.1) + self._audio_output.write(data) + except queue.Empty: + continue + except sd.PortAudioError as err: + logger.debug("PortAudio playback error: %s", err) + continue + except ValueError: + logger.exception("Audio data processing error") + except OSError: + logger.exception("Audio playback device error") + finally: + logger.info("Stopped audio output") + + def _process_audio(self, data: PcmData) -> np.ndarray: + """Resample and convert PcmData to flat int16 numpy for the backend.""" + target_rate = self._audio_output.sample_rate + target_channels = self._audio_output.channels + + if data.sample_rate != target_rate or data.channels != target_channels: + data = data.resample(target_rate, target_channels) + + samples = data.to_int16().samples + + if samples.ndim == 2: + samples = samples.T.flatten() + + return samples + + +class LocalVideoTrack(VideoStreamTrack): + """Video track that captures from local camera using PyAV.""" + + kind = "video" + + def __init__( + self, + device: str, + width: int = 640, + height: int = 480, + fps: int = 30, + ): + super().__init__() + + self._device = device + self._width = width + self._height = height + self._fps = fps + self._container: Any = None + self._stream: Any = None + self._started = False + self._stopped = False + self._frame_count = 0 + self._start_time: float | None = None + self._loop: asyncio.AbstractEventLoop | None = None + self._lock = threading.Lock() + + def _open_camera(self) -> None: + """Open the camera device with PyAV.""" + input_format = _get_camera_input_format() + system = platform.system() + + options: dict[str, str] = { + "framerate": str(self._fps), + } + + if system == "Darwin": + device_path = self._device + options["video_size"] = f"{self._width}x{self._height}" + options["pixel_format"] = "uyvy422" + elif system == "Linux": + device_path = self._device + options["video_size"] = f"{self._width}x{self._height}" + elif system == "Windows": + device_path = self._device + options["video_size"] = f"{self._width}x{self._height}" + else: + raise RuntimeError(f"Unsupported platform: {system}") + + self._container = av.open( + device_path, + format=input_format, + options=options, + ) + self._stream = self._container.streams.video[0] + logger.info( + "Opened camera: %s (%dx%d @ %dfps)", + self._device, + self._width, + self._height, + self._fps, + ) + + def _read_frame(self) -> Any: + """Read a single frame from the camera (blocking).""" + if self._container is None: + return None + + try: + for packet in self._container.demux(self._stream): + for frame in packet.decode(): + return frame + except OSError: + logger.warning("Error reading camera frame") + return None + return None + + async def recv(self) -> Any: + """Receive the next video frame.""" + if self._stopped: + raise RuntimeError("Track has been stopped") + + if not self._started: + self._started = True + self._start_time = time.time() + self._loop = asyncio.get_running_loop() + await self._loop.run_in_executor(None, self._open_camera) + + assert self._loop is not None + frame = await self._loop.run_in_executor(None, self._read_frame) + + if frame is None: + frame = av.VideoFrame( + width=self._width, height=self._height, format="rgb24" + ) + frame.planes[0].update(bytes(self._width * self._height * 3)) + + self._frame_count += 1 + frame.pts = self._frame_count + frame.time_base = Fraction(1, self._fps) + return frame + + def stop(self) -> None: + """Stop camera capture and release resources.""" + with self._lock: + self._stopped = True + if self._container is not None: + try: + self._container.close() + except OSError: + logger.warning("Error closing camera") + self._container = None + self._stream = None + logger.info("Stopped camera capture") diff --git a/plugins/local/vision_agents/plugins/local/utils.py b/plugins/local/vision_agents/plugins/local/utils.py new file mode 100644 index 000000000..f214b6f1b --- /dev/null +++ b/plugins/local/vision_agents/plugins/local/utils.py @@ -0,0 +1,86 @@ +import sys +from typing import Callable, TypeVar + +if sys.platform != "win32": + import termios + + def safe_input(prompt: str) -> str: + """Call input() after ensuring the terminal translates CR to NL. + + PortAudio (via sounddevice) can disable the ICRNL terminal flag, + which causes Enter (CR) to show as ^M instead of submitting input. + """ + if sys.stdin.isatty(): + fd = sys.stdin.fileno() + attrs = termios.tcgetattr(fd) + if not (attrs[0] & termios.ICRNL): + attrs[0] |= termios.ICRNL + termios.tcsetattr(fd, termios.TCSANOW, attrs) + return input(prompt) + +else: + + def safe_input(prompt: str) -> str: + return input(prompt) + + +T = TypeVar("T") + + +def prompt_selection( + items: list[T], + formatter: Callable[[T], str], + header: str, + default: T | None = None, + allow_skip: bool = False, + empty_message: str | None = None, +) -> T | None: + """Interactive terminal prompt to pick one item from a list.""" + print("\n" + "=" * 50) + print(header) + print("=" * 50) + + if not items: + if empty_message: + print(f" {empty_message}") + print("-" * 50 + "\n") + return None + + for i, item in enumerate(items): + print(f" {i}: {formatter(item)}") + + if allow_skip: + print(" n: Skip (none)") + + print("-" * 50) + + while True: + try: + if allow_skip: + text = f"Select [0-{len(items) - 1}] or 'n' to skip: " + elif default is not None: + text = f"Select [0-{len(items) - 1}] (Enter for default): " + else: + text = f"Select [0-{len(items) - 1}]: " + + choice = safe_input(text).strip().lower() + + if choice == "" and default is not None: + print(f" -> Using default: {formatter(default)}") + return default + + if choice in ("n", "") and allow_skip: + print(" -> No selection") + print("-" * 50 + "\n") + return None + + idx = int(choice) + if 0 <= idx < len(items): + selected = items[idx] + print(f" -> Selected: {formatter(selected)}") + print("-" * 50 + "\n") + return selected + + print(f" Invalid choice, enter 0-{len(items) - 1}") + except ValueError: + print(" Please enter a number" + (" or 'n'" if allow_skip else "")) diff --git a/pyproject.toml b/pyproject.toml index 8eed9d206..ce9f5276a 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -36,6 +36,7 @@ vision-agents-plugins-turbopuffer = { workspace = true } vision-agents-plugins-nvidia = { workspace = true } vision-agents-plugins-mistral = { workspace = true } vision-agents-plugins-assemblyai = { workspace = true } +vision-agents-plugins-local = { workspace = true } [tool.uv] # Workspace-level override to resolve numpy version conflicts @@ -79,6 +80,7 @@ members = [ "plugins/nvidia", "plugins/mistral", "plugins/assemblyai", + "plugins/local", ] exclude = [ "**/__pycache__", diff --git a/uv.lock b/uv.lock index d2ca5d528..1edb25445 100644 --- a/uv.lock +++ b/uv.lock @@ -3,8 +3,8 @@ revision = 3 requires-python = ">=3.12" resolution-markers = [ "python_full_version >= '3.14' and sys_platform == 'win32'", - "python_full_version >= '3.14' and sys_platform != 'win32'", "python_full_version == '3.13.*' and sys_platform == 'win32'", + "python_full_version >= 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insertions(+), 5 deletions(-) diff --git a/plugins/turbopuffer/pyproject.toml b/plugins/turbopuffer/pyproject.toml index 253a30f38..53d903062 100644 --- a/plugins/turbopuffer/pyproject.toml +++ b/plugins/turbopuffer/pyproject.toml @@ -12,7 +12,7 @@ requires-python = ">=3.10" license = "MIT" dependencies = [ "vision-agents", - "turbopuffer>=1.17.0", + "turbopuffer>=1.17.0,<1.18", "langchain-google-genai>=4.2.1", "langchain-text-splitters>=1.1.1", ] diff --git a/uv.lock b/uv.lock index 5d445ab94..d873aa7ec 100644 --- a/uv.lock +++ b/uv.lock @@ -6537,7 +6537,7 @@ wheels = [ [[package]] name = "turbopuffer" -version = "1.19.0" +version = "1.17.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "aiohttp" }, @@ -6550,9 +6550,9 @@ dependencies = [ { name = "sniffio" }, { name = "typing-extensions" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/b9/7d/9081fd2c0146196546954c895b467986681d0e6fdcc42810a0780ee459a8/turbopuffer-1.19.0.tar.gz", hash = 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.../vision_agents/plugins/local/tracks.py | 175 +++++------------- 6 files changed, 371 insertions(+), 186 deletions(-) create mode 100644 plugins/local/vision_agents/plugins/local/display.py diff --git a/plugins/local/tests/test_edge.py b/plugins/local/tests/test_edge.py index cd3b02858..b5c405c50 100644 --- a/plugins/local/tests/test_edge.py +++ b/plugins/local/tests/test_edge.py @@ -3,8 +3,10 @@ import asyncio import numpy as np +from aiortc import VideoStreamTrack from vision_agents.core.edge.events import AudioReceivedEvent from vision_agents.core.edge.types import Participant, User +from vision_agents.core.utils.utils import cancel_and_wait from vision_agents.plugins.local.devices import CameraDevice from vision_agents.plugins.local.edge import LocalCall, LocalConnection, LocalEdge @@ -40,7 +42,7 @@ async def test_join_starts_microphone(self) -> None: connection = await transport.join(_FakeAgent()) - assert transport._running + assert transport._mic_task is not None assert connection is not None assert fake_input.started @@ -53,7 +55,7 @@ async def test_close_stops_audio(self) -> None: await transport.join(_FakeAgent()) await transport.close() - assert not transport._running + assert transport._mic_task is None assert fake_input.stopped async def test_publish_tracks_starts_output(self) -> None: @@ -63,7 +65,7 @@ async def test_publish_tracks_starts_output(self) -> None: await transport.publish_tracks(track, None) assert track._running - assert track._playback_thread is not None + assert track._playback_task is not None track.stop() @@ -120,7 +122,7 @@ async def test_connection_close(self) -> None: connection = await transport.join(_FakeAgent()) await connection.close() - assert not transport._running + assert transport._mic_task is None class TestAudioReceivedEvent: @@ -201,3 +203,37 @@ async def test_create_video_track_with_device(self) -> None: assert track is not None assert track._device == "0" + + async def test_publish_tracks_starts_video_forwarding(self) -> None: + transport = _make_transport() + video_track = VideoStreamTrack() + + await transport.publish_tracks(None, video_track) + + assert transport._video_forward_task is not None + await cancel_and_wait(transport._video_forward_task) + + async def test_open_demo_for_agent_exists(self) -> None: + transport = _make_transport() + assert hasattr(transport, "open_demo_for_agent") + + async def test_output_video_track_is_always_available(self) -> None: + transport = _make_transport() + assert transport._output_video_track is not None + + async def test_close_cleans_up_video_display(self) -> None: + transport = _make_transport() + await transport.join(_FakeAgent()) + + stopped = False + + class _FakeDisplay: + async def stop(self) -> None: + nonlocal stopped + stopped = True + + transport._video_display = _FakeDisplay() # type: ignore[assignment] + await transport.close() + + assert stopped + assert transport._video_display is None diff --git a/plugins/local/tests/test_tracks.py b/plugins/local/tests/test_tracks.py index 6164f88f7..cef783111 100644 --- a/plugins/local/tests/test_tracks.py +++ b/plugins/local/tests/test_tracks.py @@ -17,7 +17,7 @@ async def test_create_output_audio_track(self) -> None: track = LocalOutputAudioTrack(audio_output=output) assert output.sample_rate == 48000 assert output.channels == 2 - assert not track._stopped + assert not track._running async def test_audio_track_start(self) -> None: output = _FakeAudioOutput(sample_rate=48000, channels=2) @@ -25,8 +25,7 @@ async def test_audio_track_start(self) -> None: track.start() assert track._running - assert track._playback_thread is not None - assert track._playback_thread.is_alive() + assert track._playback_task is not None assert output.started track.stop() @@ -45,7 +44,9 @@ async def test_audio_track_write(self) -> None: ) await track.write(pcm) - assert not track._buffer.empty() + assert not track._queue.empty() + + track.stop() async def test_audio_track_stop(self) -> None: output = _FakeAudioOutput(sample_rate=48000, channels=2) @@ -53,7 +54,6 @@ async def test_audio_track_stop(self) -> None: track.start() track.stop() - assert track._stopped assert not track._running assert output.stopped @@ -70,30 +70,38 @@ async def test_audio_track_flush(self) -> None: channels=2, ) await track.write(pcm) - assert not track._buffer.empty() + assert not track._queue.empty() await track.flush() - assert track._buffer.empty() + assert track._queue.empty() + + track.stop() - async def test_playback_thread_processes_queue(self) -> None: + async def test_playback_task_processes_queue(self) -> None: output = _FakeAudioOutput(sample_rate=48000, channels=2) track = LocalOutputAudioTrack(audio_output=output) track.start() - test_data = np.array([100, 200, 300, 400, 500, 600, 700, 800], dtype=np.int16) - track._buffer.put(test_data) + samples = np.array([100, 200, 300, 400], dtype=np.int16) + pcm = PcmData( + samples=samples, + sample_rate=48000, + format=AudioFormat.S16, + channels=2, + ) + await track.write(pcm) await asyncio.sleep(0.2) - assert track._buffer.empty() + assert track._queue.empty() assert len(output.written) == 1 track.stop() - async def test_buffer_has_duration_limit(self) -> None: + async def test_buffer_limit_configurable(self) -> None: output = _FakeAudioOutput(sample_rate=48000, channels=2) - track = LocalOutputAudioTrack(audio_output=output, buffer_limit_ms=2000) - assert track._buffer._buffer_limit_ms == 2000 + track = LocalOutputAudioTrack(audio_output=output, buffer_limit=5) + assert track._queue.maxsize == 5 async def test_resampling(self) -> None: output = _FakeAudioOutput(sample_rate=48000, channels=2) @@ -109,4 +117,6 @@ async def test_resampling(self) -> None: ) await track.write(pcm) - assert not track._buffer.empty() + assert not track._queue.empty() + + track.stop() diff --git a/plugins/local/vision_agents/plugins/local/devices.py b/plugins/local/vision_agents/plugins/local/devices.py index 55c750251..31070c185 100644 --- a/plugins/local/vision_agents/plugins/local/devices.py +++ b/plugins/local/vision_agents/plugins/local/devices.py @@ -39,14 +39,16 @@ def __init__( sample_rate: int = 48000, channels: int = 1, is_default: bool = False, - blocksize: int = 1024, + blocksize: int | None = None, ): self.index = index self.name = name self._sample_rate = sample_rate self._channels = channels self.is_default = is_default - self._blocksize = blocksize + self._blocksize = ( + blocksize if blocksize is not None else int(sample_rate * 0.02) + ) self._stream: sd.InputStream | None = None self._buffer: queue.Queue[np.ndarray] = queue.Queue(maxsize=200) diff --git a/plugins/local/vision_agents/plugins/local/display.py b/plugins/local/vision_agents/plugins/local/display.py new file mode 100644 index 000000000..84e5257b3 --- /dev/null +++ b/plugins/local/vision_agents/plugins/local/display.py @@ -0,0 +1,173 @@ +"""Tkinter-based video display for LocalEdge. + +Shows the agent's outbound video track in a tkinter window. +Gracefully handles environments where tkinter is not available. +""" + +import asyncio +import contextlib +import logging +import signal +import threading +import warnings +from typing import cast + +import av +from aiortc import MediaStreamError, MediaStreamTrack + +logger = logging.getLogger(__name__) + +try: + import tkinter + + _TKINTER_AVAILABLE = True +except ImportError: + _TKINTER_AVAILABLE = False + + +def _fit_size(src_w: int, src_h: int, dst_w: int, dst_h: int) -> tuple[int, int]: + """Compute the largest size that fits dst while preserving src aspect ratio.""" + scale = min(dst_w / src_w, dst_h / src_h) + return max(2, int(src_w * scale)) & ~1, max(2, int(src_h * scale)) & ~1 + + +def _frame_to_ppm(frame: av.VideoFrame, width: int, height: int) -> bytes: + """Convert an av.VideoFrame to PPM bytes, scaled to fit width x height.""" + fit_w, fit_h = _fit_size(frame.width, frame.height, width, height) + rgb = frame.reformat(width=fit_w, height=fit_h, format="rgb24") + pixels = rgb.to_ndarray() + header = f"P6 {fit_w} {fit_h} 255 ".encode() + return header + pixels.tobytes() + + +class VideoDisplay: + """Displays video frames from a MediaStreamTrack in a tkinter window. + + Tkinter events are pumped from the asyncio event loop (main thread) + to satisfy macOS Cocoa requirements. A thread-safe queue bridges the + async frame receiver and the display update loop. + """ + + def __init__( + self, + title: str = "Agent Video Output", + width: int = 640, + height: int = 480, + fps: int = 30, + ): + self._title = title + self._width = width + self._height = height + self._frame_interval = 1.0 / fps + self._running = False + self._latest_frame: av.VideoFrame | None = None + self._frame_lock = threading.Lock() + self._recv_task: asyncio.Task[None] | None = None + self._tk_task: asyncio.Task[None] | None = None + self._root: tkinter.Tk | None = None + + async def start(self, video_track: MediaStreamTrack) -> None: + """Start displaying frames from the given video track. + + Raises: + RuntimeError: If tkinter is not available. + """ + if not _TKINTER_AVAILABLE: + warnings.warn( + "tkinter is not available. Install python3-tk or equivalent " + "for your platform to use the video display.", + ImportWarning, + ) + return + + self._running = True + self._recv_task = asyncio.create_task(self._recv_loop(video_track)) + self._tk_task = asyncio.create_task(self._tk_loop()) + + async def stop(self) -> None: + """Stop the display and clean up tasks.""" + self._running = False + + for task in (self._recv_task, self._tk_task): + if task is not None: + task.cancel() + try: + await task + except asyncio.CancelledError: + pass + + self._recv_task = None + self._tk_task = None + + async def _recv_loop(self, track: MediaStreamTrack) -> None: + """Consume frames from the video track and store the latest.""" + try: + while self._running: + frame = cast(av.VideoFrame, await track.recv()) + with self._frame_lock: + self._latest_frame = frame + except asyncio.CancelledError: + raise + except MediaStreamError: + logger.debug("Video track ended") + except RuntimeError: + logger.debug("Video track stopped") + + async def _tk_loop(self) -> None: + """Pump Tkinter events from the asyncio event loop (main thread).""" + prev_sigint = signal.getsignal(signal.SIGINT) + root = tkinter.Tk() + # Tk() overrides SIGINT — restore the previous handler (typically + # asyncio's) so the first Ctrl+C gracefully cancels the main task + # instead of raising KeyboardInterrupt inside this task. + signal.signal(signal.SIGINT, prev_sigint) + root.title(self._title) + root.geometry(f"{self._width}x{self._height}") + root.protocol("WM_DELETE_WINDOW", self._on_window_close) + self._root = root + + gray = bytes([128] * (self._width * self._height * 3)) + header = f"P6 {self._width} {self._height} 255 ".encode() + self._photo = tkinter.PhotoImage(data=header + gray) + + self._label = tkinter.Label(root, image=self._photo) + self._label.pack(fill="both", expand=True) + + try: + while self._running: + with self._frame_lock: + frame = self._latest_frame + self._latest_frame = None + + if frame is not None: + ppm = await asyncio.to_thread( + _frame_to_ppm, + frame, + self._width, + self._height, + ) + self._photo = tkinter.PhotoImage(data=ppm) + self._label.configure(image=self._photo) + + try: + root.update() + except (tkinter.TclError, KeyboardInterrupt): + break + + await asyncio.sleep(self._frame_interval) + except asyncio.CancelledError: + raise + finally: + with contextlib.suppress(tkinter.TclError, KeyboardInterrupt): + root.destroy() + self._root = None + + def _on_window_close(self) -> None: + """Handle the user closing the tkinter window.""" + self._running = False + if self._root is not None: + try: + self._root.destroy() + except tkinter.TclError: + pass + self._root = None diff --git a/plugins/local/vision_agents/plugins/local/edge.py b/plugins/local/vision_agents/plugins/local/edge.py index a5239d9b2..e1d89bb9b 100644 --- a/plugins/local/vision_agents/plugins/local/edge.py +++ b/plugins/local/vision_agents/plugins/local/edge.py @@ -1,16 +1,20 @@ import asyncio import logging from dataclasses import dataclass -from typing import TYPE_CHECKING, Any +from typing import TYPE_CHECKING, Any, cast import aiortc +import av import numpy as np from getstream.video.rtc.track_util import AudioFormat, PcmData from vision_agents.core.edge.edge_transport import EdgeTransport from vision_agents.core.edge.events import AudioReceivedEvent, TrackAddedEvent from vision_agents.core.edge.types import Connection, Participant, TrackType, User +from vision_agents.core.utils.utils import cancel_and_wait +from vision_agents.core.utils.video_track import QueuedVideoTrack from .devices import AudioInputDevice, AudioOutputDevice, CameraDevice +from .display import VideoDisplay from .tracks import LocalOutputAudioTrack, LocalVideoTrack if TYPE_CHECKING: @@ -29,10 +33,6 @@ class LocalCall: id: str -# TODO: How to make screencapture work? -# TODO: Use Tkinter to display video output? - - class LocalEdge(EdgeTransport): """EdgeTransport implementation for local audio/video I/O. @@ -67,11 +67,16 @@ def __init__( ) self._mic_task: asyncio.Task[None] | None = None - self._running = False + self._video_forward_task: asyncio.Task[None] | None = None self._audio_track: LocalOutputAudioTrack | None = None - self._video_track: LocalVideoTrack | None = None + self._input_video_track: LocalVideoTrack | None = None + self._output_video_track = QueuedVideoTrack( + width=video_width, + height=video_height, + fps=video_fps, + ) + self._video_display: VideoDisplay | None = None self._connection: LocalConnection | None = None - self._loop: asyncio.AbstractEventLoop | None = None async def publish_tracks( self, @@ -83,8 +88,11 @@ async def publish_tracks( audio_track.start() logger.info("Audio track published and started") - if video_track is not None and isinstance(video_track, LocalVideoTrack): - logger.info("Video track published") + if video_track is not None: + self._video_forward_task = asyncio.create_task( + self._forward_video(video_track) + ) + logger.info("Video output track published") def create_audio_track( self, sample_rate: int = 48000, stereo: bool = True @@ -101,18 +109,18 @@ def create_video_track(self) -> LocalVideoTrack | None: logger.debug("No video device configured, skipping video track creation") return None - self._video_track = LocalVideoTrack( + self._input_video_track = LocalVideoTrack( device=self._video_input, width=self._video_width, height=self._video_height, fps=self._video_fps, ) - return self._video_track + return self._input_video_track def add_track_subscriber(self, track_id: str) -> LocalVideoTrack | None: """Return the local camera video track if available.""" - if track_id == LOCAL_VIDEO_TRACK_ID and self._video_track is not None: - return self._video_track + if track_id == LOCAL_VIDEO_TRACK_ID and self._input_video_track is not None: + return self._input_video_track return None async def join( @@ -139,6 +147,16 @@ async def join( async def close(self) -> None: """Stop audio/video and release all resources.""" + if self._video_forward_task is not None: + await cancel_and_wait(self._video_forward_task) + self._video_forward_task = None + + self._output_video_track.stop() + + if self._video_display is not None: + await self._video_display.stop() + self._video_display = None + await self._stop_audio() self._connection = None @@ -146,12 +164,30 @@ async def authenticate(self, user: User) -> None: # Local transport does not require any auth return - def open_demo(self, *args: Any, **kwargs: Any) -> None: - """Not supported for local transport.""" - logger.warning( - "LocalEdge does not have a demo UI. " - "Audio is captured from the microphone and played on the speakers." - ) + def open_demo(self, *args: Any, **kwargs: Any) -> None: ... + + async def open_demo_for_agent( + self, agent: "Agent", call_type: str, call_id: str + ) -> None: + """Open a tkinter window showing the agent's video output.""" + if not agent.publish_video: + logger.info("Agent has no video output, skipping video display") + return + + try: + self._video_display = VideoDisplay( + title="Agent Video Output", + width=self._video_width, + height=self._video_height, + fps=self._video_fps, + ) + await self._video_display.start(self._output_video_track) + logger.info("Opened video display") + except RuntimeError: + logger.warning( + "Cannot open video display: tkinter is not available. " + "Install python3-tk or equivalent for your platform." + ) async def create_call(self, call_id: str, **kwargs: Any) -> LocalCall: return LocalCall(id=call_id) @@ -184,42 +220,43 @@ def _emit_audio_event(self, data: np.ndarray) -> None: ) ) - async def _mic_polling_loop(self) -> None: - """Read from the mic on a background thread and dispatch events to the event loop.""" - assert self._loop is not None - loop = self._loop - - def _read_loop() -> None: - while self._running: - data = self._audio_input.read() - if data is not None: - loop.call_soon_threadsafe(self._emit_audio_event, data) + async def _forward_video(self, source: aiortc.MediaStreamTrack) -> None: + """Read frames from source track and push them to the output track.""" + try: + while True: + frame = cast(av.VideoFrame, await source.recv()) + await self._output_video_track.add_frame(frame) + except asyncio.CancelledError: + raise + except aiortc.MediaStreamError: + logger.debug("Source video track ended") + async def _mic_loop(self) -> None: + """Read mic data via asyncio.to_thread and emit audio events.""" try: - await asyncio.to_thread(_read_loop) + while True: + data = await asyncio.to_thread(self._audio_input.read) + if data is not None: + self._emit_audio_event(data) except asyncio.CancelledError: - logger.debug("Mic polling loop cancelled") + logger.debug("Mic loop cancelled") raise async def _start_audio(self) -> None: """Start microphone capture via the audio input backend.""" - if self._running: + if self._mic_task is not None: return - self._running = True - self._loop = asyncio.get_running_loop() self._audio_input.start() logger.info( "Started microphone: %dHz, %d channels", self._audio_input.sample_rate, self._audio_input.channels, ) - self._mic_task = asyncio.create_task(self._mic_polling_loop()) + self._mic_task = asyncio.create_task(self._mic_loop()) async def _stop_audio(self) -> None: """Stop all audio and video streams.""" - self._running = False - if self._mic_task is not None: self._mic_task.cancel() try: @@ -234,9 +271,9 @@ async def _stop_audio(self) -> None: if self._audio_track is not None: self._audio_track.stop() - if self._video_track is not None: - self._video_track.stop() - self._video_track = None + if self._input_video_track is not None: + self._input_video_track.stop() + self._input_video_track = None class LocalConnection(Connection): diff --git a/plugins/local/vision_agents/plugins/local/tracks.py b/plugins/local/vision_agents/plugins/local/tracks.py index ea9738b32..2a1d0e33c 100644 --- a/plugins/local/vision_agents/plugins/local/tracks.py +++ b/plugins/local/vision_agents/plugins/local/tracks.py @@ -9,10 +9,8 @@ import asyncio import logging import platform -import queue import threading import time -from collections import deque from fractions import Fraction from typing import Any @@ -40,104 +38,24 @@ def _get_camera_input_format() -> str: raise RuntimeError(f"Unsupported platform for camera capture: {system}") -class PlaybackBuffer: - """Thread-safe audio buffer with duration-based limits. - - Drops oldest samples when the buffer exceeds the configured duration, - keeping playback close to real-time. Uses threading primitives so the - consumer can block on ``get`` from a plain thread. - """ - - def __init__(self, sample_rate: int, channels: int, buffer_limit_ms: int = 2000): - self._sample_rate = sample_rate - self._channels = channels - self._buffer_limit_ms = buffer_limit_ms - self._deque: deque[np.ndarray] = deque() - self._total_samples = 0 - self._lock = threading.Lock() - self._not_empty = threading.Event() - - def _max_samples(self) -> int: - return int((self._buffer_limit_ms / 1000) * self._sample_rate * self._channels) - - def put(self, samples: np.ndarray) -> None: - """Append samples, dropping oldest data if the buffer would exceed the limit.""" - with self._lock: - self._deque.append(samples) - self._total_samples += len(samples) - - limit = self._max_samples() - dropped = 0 - while self._total_samples > limit and self._deque: - oldest = self._deque.popleft() - self._total_samples -= len(oldest) - dropped += len(oldest) - - if dropped: - dropped_ms = (dropped / self._channels / self._sample_rate) * 1000 - logger.warning( - "Playback buffer over %.0fms limit, dropped %.1fms of audio", - self._buffer_limit_ms, - dropped_ms, - ) - - self._not_empty.set() - - def get(self, timeout: float = 0.1) -> np.ndarray: - """Block until data is available or *timeout* expires. - - Raises: - queue.Empty: If no data arrives within the timeout. - """ - if not self._not_empty.wait(timeout=timeout): - raise queue.Empty() - - with self._lock: - if not self._deque: - self._not_empty.clear() - raise queue.Empty() - - chunk = self._deque.popleft() - self._total_samples -= len(chunk) - - if not self._deque: - self._not_empty.clear() - - return chunk - - def flush(self) -> None: - """Discard all buffered audio.""" - with self._lock: - self._deque.clear() - self._total_samples = 0 - self._not_empty.clear() - - def empty(self) -> bool: - return self._total_samples == 0 - - class LocalOutputAudioTrack(AudioStreamTrack): """Audio track that plays PcmData through an AudioOutputDevice. - Handles PcmData-to-numpy conversion, resampling, and queued playback - on a dedicated thread. + Uses an asyncio.Queue for backpressure: when the queue is full, + ``write`` awaits until the playback task drains an item. The playback + task offloads blocking device writes via ``asyncio.to_thread``. Extends AudioStreamTrack so it satisfies the MediaStreamTrack interface required by EdgeTransport.publish_tracks. Since this is a write-only (playback) track, recv() is not supported. """ - def __init__(self, audio_output: AudioOutputDevice, buffer_limit_ms: int = 30_000): + def __init__(self, audio_output: AudioOutputDevice, buffer_limit: int = 20): super().__init__() self._audio_output = audio_output - self._buffer = PlaybackBuffer( - sample_rate=audio_output.sample_rate, - channels=audio_output.channels, - buffer_limit_ms=buffer_limit_ms, - ) + self._queue: asyncio.Queue[np.ndarray] = asyncio.Queue(maxsize=buffer_limit) self._running = False - self._stopped = False - self._playback_thread: threading.Thread | None = None + self._playback_task: asyncio.Task[None] | None = None self._write_lock = asyncio.Lock() async def recv(self) -> av.AudioFrame: @@ -148,61 +66,65 @@ async def recv(self) -> av.AudioFrame: def start(self) -> None: """Start the audio output stream.""" - if self._running or self._stopped: + if self._running: return self._audio_output.start() self._running = True - self._playback_thread = threading.Thread( - target=self._playback_loop, daemon=True - ) - self._playback_thread.start() + self._playback_task = asyncio.create_task(self._playback_loop()) async def write(self, data: PcmData) -> None: """Write PCM data to be played on the speaker.""" - if self._stopped: + if not self._running: return async with self._write_lock: samples = self._process_audio(data) - self._buffer.put(samples) + await self._queue.put(samples) async def flush(self) -> None: """Clear any pending audio data and abort OS-level playback.""" async with self._write_lock: - self._buffer.flush() + while not self._queue.empty(): + try: + self._queue.get_nowait() + except asyncio.QueueEmpty: + break self._audio_output.flush() def stop(self) -> None: """Stop the audio output stream.""" super().stop() - self._stopped = True self._running = False - if self._playback_thread is not None: - self._playback_thread.join(timeout=1.0) - self._playback_thread = None + if self._playback_task is not None: + self._playback_task.cancel() + self._playback_task = None + + while not self._queue.empty(): + try: + self._queue.get_nowait() + except asyncio.QueueEmpty: + break self._audio_output.stop() - def _playback_loop(self) -> None: - """Dedicated thread that drains the buffer into the AudioOutput backend.""" + async def _playback_loop(self) -> None: + """Async task that drains the queue into the AudioOutput backend.""" try: - while self._running: + while True: + data = await self._queue.get() try: - data = self._buffer.get(timeout=0.1) - self._audio_output.write(data) - except queue.Empty: - continue + await asyncio.to_thread(self._audio_output.write, data) except sd.PortAudioError as err: logger.debug("PortAudio playback error: %s", err) - continue + except asyncio.CancelledError: + logger.debug("Playback loop cancelled") + raise except ValueError: logger.exception("Audio data processing error") except OSError: logger.exception("Audio playback device error") - finally: - logger.info("Stopped audio output") def _process_audio(self, data: PcmData) -> np.ndarray: """Resample and convert PcmData to flat int16 numpy for the backend.""" @@ -244,7 +166,6 @@ def __init__( self._stopped = False self._frame_count = 0 self._start_time: float | None = None - self._loop: asyncio.AbstractEventLoop | None = None self._lock = threading.Lock() def _open_camera(self) -> None: @@ -283,21 +204,28 @@ def _open_camera(self) -> None: self._fps, ) - def _read_frame(self) -> Any: + def _read_frame(self, max_retries: int = 20, retry_timeout: float = 0.02) -> Any: """Read a single frame from the camera (blocking).""" if self._container is None: return None - try: - for packet in self._container.demux(self._stream): - for frame in packet.decode(): - return frame - except OSError: - logger.warning("Error reading camera frame") - return None + for attempt in range(max_retries): + try: + for packet in self._container.demux(self._stream): + for frame in packet.decode(): + return frame + except BlockingIOError: + if attempt < max_retries - 1: + time.sleep(retry_timeout) + continue + logger.debug("Camera not ready after %d retries", max_retries) + return None + except OSError: + logger.warning("Error reading camera frame", exc_info=True) + return None return None - async def recv(self) -> Any: + async def recv(self) -> av.VideoFrame: """Receive the next video frame.""" if self._stopped: raise RuntimeError("Track has been stopped") @@ -305,11 +233,10 @@ async def recv(self) -> Any: if not self._started: self._started = True self._start_time = time.time() - self._loop = asyncio.get_running_loop() - await self._loop.run_in_executor(None, self._open_camera) - assert self._loop is not None - frame = await self._loop.run_in_executor(None, self._read_frame) + await asyncio.to_thread(self._open_camera) + + frame = await asyncio.to_thread(self._read_frame) if frame is None: frame = av.VideoFrame( From 78d4a0bacdc92ea1e2d7c90f8ecff4b666867164 Mon Sep 17 00:00:00 2001 From: Daniil Gusev Date: Fri, 20 Mar 2026 10:11:49 +0100 Subject: [PATCH 06/19] Fix deepgram.STT not closing properly --- .../vision_agents/plugins/deepgram/deepgram_stt.py | 13 +++++++++---- 1 file changed, 9 insertions(+), 4 deletions(-) diff --git a/plugins/deepgram/vision_agents/plugins/deepgram/deepgram_stt.py b/plugins/deepgram/vision_agents/plugins/deepgram/deepgram_stt.py index ed5d730d3..ec7a68b21 100644 --- a/plugins/deepgram/vision_agents/plugins/deepgram/deepgram_stt.py +++ b/plugins/deepgram/vision_agents/plugins/deepgram/deepgram_stt.py @@ -2,7 +2,7 @@ import logging import os import time -from typing import Any, Optional +from typing import Any, AsyncContextManager, Optional from deepgram import AsyncDeepgramClient from deepgram.core import EventType @@ -79,7 +79,9 @@ def __init__( self._current_participant: Optional[Participant] = None self.connection: Optional[AsyncV2SocketClient] = None self._connection_ready = asyncio.Event() - self._connection_context: Optional[Any] = None + self._connection_context: Optional[AsyncContextManager[AsyncV2SocketClient]] = ( + None + ) self._listen_task: Optional[asyncio.Task[Any]] = None # Track when audio processing started for latency measurement self._audio_start_time: Optional[float] = None @@ -297,12 +299,15 @@ async def close(self): # Close connection if self.connection and self._connection_context: try: - # Handle API differences between deepgram-sdk versions close_msg = ListenV2CloseStream(type="CloseStream") await self.connection.send_close_stream(close_msg) + except Exception as exc: + logger.warning(f"Error sending close stream to Deepgram: {exc}") + + try: await self._connection_context.__aexit__(None, None, None) except Exception as exc: - logger.warning(f"Error closing Deepgram websocket connection: {exc}") + logger.warning(f"Error closing Deepgram connection context: {exc}") finally: self.connection = None self._connection_context = None From d447821a5b51f227934165879eea82f3a05c79f3 Mon Sep 17 00:00:00 2001 From: Daniil Gusev Date: Fri, 20 Mar 2026 10:22:00 +0100 Subject: [PATCH 07/19] LocalEdge: add docstring --- .../local/vision_agents/plugins/local/edge.py | 18 +++++++++++++++--- 1 file changed, 15 insertions(+), 3 deletions(-) diff --git a/plugins/local/vision_agents/plugins/local/edge.py b/plugins/local/vision_agents/plugins/local/edge.py index e1d89bb9b..49e29859b 100644 --- a/plugins/local/vision_agents/plugins/local/edge.py +++ b/plugins/local/vision_agents/plugins/local/edge.py @@ -36,9 +36,11 @@ class LocalCall: class LocalEdge(EdgeTransport): """EdgeTransport implementation for local audio/video I/O. - Uses AudioInputDevice / AudioOutputDevice for microphone capture and - speaker playback (defaults to sounddevice). Subclass these device - classes to use alternative hardware (e.g. GStreamer). + Captures microphone audio via AudioInputDevice and plays agent audio + through AudioOutputDevice (both default to sounddevice). Optionally + captures camera video via CameraDevice and displays agent video output + in a tkinter window. Subclass the device classes to use alternative + backends (e.g. GStreamer). """ def __init__( @@ -50,6 +52,16 @@ def __init__( video_height: int = 480, video_fps: int = 30, ): + """Create a local edge transport. + + Args: + audio_input: Microphone device for capturing user audio. + audio_output: Speaker device for playing agent audio. + video_input: Camera device for capturing user video. None disables video. + video_width: Width of the video frame in pixels. + video_height: Height of the video frame in pixels. + video_fps: Video frame rate. + """ super().__init__() self._audio_input = audio_input From 325d61ae4959de98dffe39b330e57b4ba8168d38 Mon Sep 17 00:00:00 2001 From: Daniil Gusev Date: Fri, 20 Mar 2026 12:46:29 +0100 Subject: [PATCH 08/19] Update local_transport_example.py --- examples/10_local_transport_example/README.md | 35 ++++--------------- .../local_transport_example.py | 4 +-- 2 files changed, 9 insertions(+), 30 deletions(-) diff --git a/examples/10_local_transport_example/README.md b/examples/10_local_transport_example/README.md index e9fb560ad..5a04bc896 100644 --- a/examples/10_local_transport_example/README.md +++ b/examples/10_local_transport_example/README.md @@ -11,43 +11,22 @@ The LocalEdge provides: - **Camera input**: Captures video from your camera (optional) - **No cloud dependencies**: Media runs locally (except for the LLM, TTS, and STT services) -## Examples +## Running -There are two example scripts: - -### 1. Basic Voice Agent (`local_transport_example.py`) - -Uses Gemini LLM with Deepgram STT and ElevenLabs TTS for a voice-only experience. +Uses Gemini LLM with ElevenLabs STT and Deepgram TTS for a voice experience with optional camera input. ```bash uv run python local_transport_example.py ``` -### 2. Vision Agent with Gemini Realtime (`local_transport_realtime_example.py`) - -Uses Gemini Realtime for native audio/video understanding. This lets Gemini see through your camera! - -```bash -uv run python local_transport_realtime_example.py -``` - -Try asking: "What do you see?" or "Describe what's in front of you" - ## Prerequisites 1. A working microphone and speakers -2. A camera (optional for basic example, recommended for realtime example) +2. A camera (optional, for video input) 3. API keys: - -### For basic example: - -- Google AI (for Gemini LLM) -- Deepgram (for STT) -- ElevenLabs (for TTS) - -### For realtime example: - -- Google AI (for Gemini Realtime) - handles audio/video natively + - Google AI (for Gemini LLM) + - Deepgram (for TTS) + - ElevenLabs (for STT) ## Setup @@ -68,7 +47,7 @@ uv sync ## Device Selection -Both examples will prompt you to select: +The example will prompt you to select: 1. **Input device** (microphone) 2. **Output device** (speakers) diff --git a/examples/10_local_transport_example/local_transport_example.py b/examples/10_local_transport_example/local_transport_example.py index 8d632cb0d..2395eaf96 100644 --- a/examples/10_local_transport_example/local_transport_example.py +++ b/examples/10_local_transport_example/local_transport_example.py @@ -20,7 +20,7 @@ from dotenv import load_dotenv from vision_agents.core import Agent, AgentLauncher, Runner, User from vision_agents.core.utils.examples import get_weather_by_location -from vision_agents.plugins import deepgram, gemini +from vision_agents.plugins import deepgram, elevenlabs, gemini from vision_agents.plugins.local import LocalEdge from vision_agents.plugins.local.devices import ( select_audio_input_device, @@ -75,7 +75,7 @@ async def create_agent() -> Agent: processors=[], llm=llm, tts=deepgram.TTS(), - stt=deepgram.STT(eager_turn_detection=True), + stt=elevenlabs.STT(), ) return agent From 567ed9e18d85a158ce5d4f15ed5d4b09f550977a Mon Sep 17 00:00:00 2001 From: Daniil Gusev Date: Fri, 20 Mar 2026 14:10:19 +0100 Subject: [PATCH 09/19] Fix _FakeAudioInput in tests --- plugins/local/tests/conftest.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/plugins/local/tests/conftest.py b/plugins/local/tests/conftest.py index 0820aaf0e..2d9481246 100644 --- a/plugins/local/tests/conftest.py +++ b/plugins/local/tests/conftest.py @@ -1,5 +1,7 @@ """Shared test helpers for the local plugin.""" +import threading + import numpy as np from vision_agents.core.edge.types import User from vision_agents.plugins.local.devices import AudioInputDevice, AudioOutputDevice @@ -16,6 +18,7 @@ def __init__(self, sample_rate: int = 48000, channels: int = 1): self.started = False self.stopped = False self._data: list[np.ndarray] = [] + self._stop_event = threading.Event() def enqueue(self, data: np.ndarray) -> None: self._data.append(data) @@ -26,10 +29,12 @@ def start(self) -> None: def read(self) -> np.ndarray | None: if self._data: return self._data.pop(0) - return None + self._stop_event.wait(timeout=0.1) + return self._data.pop(0) if self._data else None def stop(self) -> None: self.stopped = True + self._stop_event.set() class _FakeAudioOutput(AudioOutputDevice): From ddabb6d27280b06d8bc07628bf7dc989c1c1043a Mon Sep 17 00:00:00 2001 From: Daniil Gusev Date: Fri, 20 Mar 2026 14:16:40 +0100 Subject: [PATCH 10/19] Fix devices tests --- plugins/local/tests/test_devices.py | 53 +++++++++++++++-------------- 1 file changed, 28 insertions(+), 25 deletions(-) diff --git a/plugins/local/tests/test_devices.py b/plugins/local/tests/test_devices.py index 12a1fbcdc..c1e936446 100644 --- a/plugins/local/tests/test_devices.py +++ b/plugins/local/tests/test_devices.py @@ -1,5 +1,7 @@ """Tests for local plugin device enumeration.""" +import builtins +from pathlib import Path from unittest.mock import MagicMock, patch from vision_agents.plugins.local.devices import ( @@ -95,31 +97,32 @@ def test_list_cameras_darwin(self) -> None: assert cameras[1].index == 1 assert cameras[1].name == "USB Webcam" - def test_list_cameras_linux(self) -> None: - with ( - patch( - "vision_agents.plugins.local.devices.platform.system", - return_value="Linux", - ), - patch( - "vision_agents.plugins.local.devices.glob.glob", - return_value=["/dev/video0"], - ), - patch( - "builtins.open", - MagicMock( - return_value=MagicMock( - __enter__=MagicMock( - return_value=MagicMock( - read=MagicMock(return_value="USB Camera\n") - ) - ), - __exit__=MagicMock(return_value=False), - ) - ), - ), - ): - cameras = list_cameras() + def test_list_cameras_linux(self, tmp_path: Path, monkeypatch: object) -> None: + sysfs_dir = tmp_path / "sysfs" / "video0" + sysfs_dir.mkdir(parents=True) + (sysfs_dir / "name").write_text("USB Camera\n") + + monkeypatch.setattr( + "vision_agents.plugins.local.devices.platform.system", lambda: "Linux" + ) + monkeypatch.setattr( + "vision_agents.plugins.local.devices.glob.glob", + lambda _pattern: ["/dev/video0"], + ) + + _real_open = builtins.open + + def _open_stub(path: str, *args: object, **kwargs: object) -> object: + if str(path).startswith("/sys/class/video4linux/"): + basename = Path(path).parent.name + return _real_open( + str(tmp_path / "sysfs" / basename / "name"), *args, **kwargs + ) + return _real_open(path, *args, **kwargs) + + monkeypatch.setattr("builtins.open", _open_stub) + + cameras = list_cameras() assert len(cameras) == 1 assert cameras[0].name == "USB Camera" From 409d8c6f209bf2b11f0d45f80581b8f6aa7c6091 Mon Sep 17 00:00:00 2001 From: Daniil Gusev Date: Fri, 20 Mar 2026 14:25:55 +0100 Subject: [PATCH 11/19] Fix non-deterministic in tests --- plugins/local/tests/test_edge.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/plugins/local/tests/test_edge.py b/plugins/local/tests/test_edge.py index b5c405c50..499fe3065 100644 --- a/plugins/local/tests/test_edge.py +++ b/plugins/local/tests/test_edge.py @@ -140,7 +140,7 @@ async def on_audio(event: AudioReceivedEvent) -> None: data = np.array([[100], [200], [300], [400]], dtype=np.int16) transport._emit_audio_event(data) - await asyncio.sleep(0.01) + await transport.events.wait(timeout=2.0) assert len(received_events) == 1 event = received_events[0] @@ -155,15 +155,17 @@ async def test_mic_polling_with_custom_input(self) -> None: transport = _make_transport(audio_input=fake_input) received_events: list[AudioReceivedEvent] = [] + got_event = asyncio.Event() @transport.events.subscribe async def on_audio(event: AudioReceivedEvent) -> None: received_events.append(event) + got_event.set() await transport.join(_FakeAgent()) fake_input.enqueue(np.array([100, 200, 300], dtype=np.int16)) - await asyncio.sleep(0.3) + await asyncio.wait_for(got_event.wait(), timeout=2.0) assert len(received_events) >= 1 event = received_events[0] From 4c9e4876197859b715f8a9d722c4625a50482885 Mon Sep 17 00:00:00 2001 From: Daniil Gusev Date: Fri, 20 Mar 2026 14:41:07 +0100 Subject: [PATCH 12/19] Remove unused params --- plugins/local/tests/test_edge.py | 2 +- plugins/local/vision_agents/plugins/local/edge.py | 4 +--- 2 files changed, 2 insertions(+), 4 deletions(-) diff --git a/plugins/local/tests/test_edge.py b/plugins/local/tests/test_edge.py index 499fe3065..72ebbab5a 100644 --- a/plugins/local/tests/test_edge.py +++ b/plugins/local/tests/test_edge.py @@ -31,7 +31,7 @@ async def test_transport_with_custom_devices(self) -> None: async def test_create_audio_track(self) -> None: transport = _make_transport() - track = transport.create_audio_track(sample_rate=48000, stereo=True) + track = transport.create_audio_track() assert track is not None assert track._audio_output is transport._audio_output diff --git a/plugins/local/vision_agents/plugins/local/edge.py b/plugins/local/vision_agents/plugins/local/edge.py index 49e29859b..0718aa057 100644 --- a/plugins/local/vision_agents/plugins/local/edge.py +++ b/plugins/local/vision_agents/plugins/local/edge.py @@ -106,9 +106,7 @@ async def publish_tracks( ) logger.info("Video output track published") - def create_audio_track( - self, sample_rate: int = 48000, stereo: bool = True - ) -> "LocalOutputAudioTrack": + def create_audio_track(self) -> "LocalOutputAudioTrack": """Create an audio track that plays through the audio output backend.""" self._audio_track = LocalOutputAudioTrack( audio_output=self._audio_output, From 8cf0ecb5cacdbd5cfb557dc5abc4b11dad1297d8 Mon Sep 17 00:00:00 2001 From: Daniil Gusev Date: Fri, 20 Mar 2026 14:46:21 +0100 Subject: [PATCH 13/19] Init tk.Root inside try-except --- .../vision_agents/plugins/local/display.py | 40 ++++++++++--------- 1 file changed, 21 insertions(+), 19 deletions(-) diff --git a/plugins/local/vision_agents/plugins/local/display.py b/plugins/local/vision_agents/plugins/local/display.py index 84e5257b3..6869f3bf7 100644 --- a/plugins/local/vision_agents/plugins/local/display.py +++ b/plugins/local/vision_agents/plugins/local/display.py @@ -115,25 +115,26 @@ async def _recv_loop(self, track: MediaStreamTrack) -> None: async def _tk_loop(self) -> None: """Pump Tkinter events from the asyncio event loop (main thread).""" + root: tkinter.Tk | None = None prev_sigint = signal.getsignal(signal.SIGINT) - root = tkinter.Tk() - # Tk() overrides SIGINT — restore the previous handler (typically - # asyncio's) so the first Ctrl+C gracefully cancels the main task - # instead of raising KeyboardInterrupt inside this task. - signal.signal(signal.SIGINT, prev_sigint) - root.title(self._title) - root.geometry(f"{self._width}x{self._height}") - root.protocol("WM_DELETE_WINDOW", self._on_window_close) - self._root = root - - gray = bytes([128] * (self._width * self._height * 3)) - header = f"P6 {self._width} {self._height} 255 ".encode() - self._photo = tkinter.PhotoImage(data=header + gray) - - self._label = tkinter.Label(root, image=self._photo) - self._label.pack(fill="both", expand=True) - try: + root = tkinter.Tk() + # Tk() overrides SIGINT — restore the previous handler (typically + # asyncio's) so the first Ctrl+C gracefully cancels the main task + # instead of raising KeyboardInterrupt inside this task. + signal.signal(signal.SIGINT, prev_sigint) + root.title(self._title) + root.geometry(f"{self._width}x{self._height}") + root.protocol("WM_DELETE_WINDOW", self._on_window_close) + self._root = root + + gray = bytes([128] * (self._width * self._height * 3)) + header = f"P6 {self._width} {self._height} 255 ".encode() + self._photo = tkinter.PhotoImage(data=header + gray) + + self._label = tkinter.Label(root, image=self._photo) + self._label.pack(fill="both", expand=True) + while self._running: with self._frame_lock: frame = self._latest_frame @@ -158,8 +159,9 @@ async def _tk_loop(self) -> None: except asyncio.CancelledError: raise finally: - with contextlib.suppress(tkinter.TclError, KeyboardInterrupt): - root.destroy() + if root is not None: + with contextlib.suppress(tkinter.TclError, KeyboardInterrupt): + root.destroy() self._root = None def _on_window_close(self) -> None: From 5051736118323b1b2fb4719f64e22ad497782a45 Mon Sep 17 00:00:00 2001 From: Daniil Gusev Date: Fri, 20 Mar 2026 15:03:31 +0100 Subject: [PATCH 14/19] Fix VideoDisplay.start() docstring --- plugins/local/vision_agents/plugins/local/display.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/plugins/local/vision_agents/plugins/local/display.py b/plugins/local/vision_agents/plugins/local/display.py index 6869f3bf7..5f68c45d3 100644 --- a/plugins/local/vision_agents/plugins/local/display.py +++ b/plugins/local/vision_agents/plugins/local/display.py @@ -69,8 +69,8 @@ def __init__( async def start(self, video_track: MediaStreamTrack) -> None: """Start displaying frames from the given video track. - Raises: - RuntimeError: If tkinter is not available. + If tkinter is not available, emits an ImportWarning and returns + without starting. """ if not _TKINTER_AVAILABLE: warnings.warn( From 02f97b11bc91371c4faa8493324874700587cb89 Mon Sep 17 00:00:00 2001 From: Daniil Gusev Date: Fri, 20 Mar 2026 15:14:59 +0100 Subject: [PATCH 15/19] Add param validation --- plugins/local/tests/test_display.py | 36 +++++++++++++++++++ .../vision_agents/plugins/local/display.py | 6 ++++ 2 files changed, 42 insertions(+) create mode 100644 plugins/local/tests/test_display.py diff --git a/plugins/local/tests/test_display.py b/plugins/local/tests/test_display.py new file mode 100644 index 000000000..b01737a73 --- /dev/null +++ b/plugins/local/tests/test_display.py @@ -0,0 +1,36 @@ +"""Tests for VideoDisplay.""" + +import pytest + +from vision_agents.plugins.local.display import VideoDisplay + + +class TestVideoDisplay: + def test_fps_zero_raises(self) -> None: + with pytest.raises(ValueError, match="fps must be > 0"): + VideoDisplay(fps=0) + + def test_fps_negative_raises(self) -> None: + with pytest.raises(ValueError, match="fps must be > 0"): + VideoDisplay(fps=-1) + + def test_width_zero_raises(self) -> None: + with pytest.raises(ValueError, match="width must be > 0"): + VideoDisplay(width=0) + + def test_width_negative_raises(self) -> None: + with pytest.raises(ValueError, match="width must be > 0"): + VideoDisplay(width=-1) + + def test_height_zero_raises(self) -> None: + with pytest.raises(ValueError, match="height must be > 0"): + VideoDisplay(height=0) + + def test_height_negative_raises(self) -> None: + with pytest.raises(ValueError, match="height must be > 0"): + VideoDisplay(height=-1) + + def test_valid_defaults(self) -> None: + display = VideoDisplay() + assert display._width == 640 + assert display._height == 480 diff --git a/plugins/local/vision_agents/plugins/local/display.py b/plugins/local/vision_agents/plugins/local/display.py index 5f68c45d3..8862c4dbb 100644 --- a/plugins/local/vision_agents/plugins/local/display.py +++ b/plugins/local/vision_agents/plugins/local/display.py @@ -55,6 +55,12 @@ def __init__( height: int = 480, fps: int = 30, ): + if fps <= 0: + raise ValueError("fps must be > 0") + if width <= 0: + raise ValueError("width must be > 0") + if height <= 0: + raise ValueError("height must be > 0") self._title = title self._width = width self._height = height From b39f4928655e71ed0c41e361f1cb5a9e6edb0d34 Mon Sep 17 00:00:00 2001 From: Daniil Gusev Date: Fri, 20 Mar 2026 15:33:10 +0100 Subject: [PATCH 16/19] Improve tests --- plugins/local/tests/conftest.py | 10 ++++++++++ plugins/local/tests/test_tracks.py | 13 ++++++++----- 2 files changed, 18 insertions(+), 5 deletions(-) diff --git a/plugins/local/tests/conftest.py b/plugins/local/tests/conftest.py index 2d9481246..8fb48f09d 100644 --- a/plugins/local/tests/conftest.py +++ b/plugins/local/tests/conftest.py @@ -1,5 +1,6 @@ """Shared test helpers for the local plugin.""" +import asyncio import threading import numpy as np @@ -47,12 +48,21 @@ def __init__(self, sample_rate: int = 48000, channels: int = 2): self.started = False self.stopped = False self.written: list[np.ndarray] = [] + self._write_barrier = threading.Event() + self._write_barrier.set() + self._consumed = threading.Event() def start(self) -> None: self.started = True def write(self, samples: np.ndarray) -> None: + self._write_barrier.wait() self.written.append(samples.copy()) + self._consumed.set() + + async def wait_consumed(self) -> None: + await asyncio.to_thread(self._consumed.wait) + self._consumed.clear() def flush(self) -> None: self.written.clear() diff --git a/plugins/local/tests/test_tracks.py b/plugins/local/tests/test_tracks.py index cef783111..dd164f990 100644 --- a/plugins/local/tests/test_tracks.py +++ b/plugins/local/tests/test_tracks.py @@ -1,7 +1,5 @@ """Tests for local plugin audio tracks.""" -import asyncio - import numpy as np from getstream.video.rtc.track_util import AudioFormat, PcmData from vision_agents.plugins.local.tracks import LocalOutputAudioTrack @@ -44,7 +42,8 @@ async def test_audio_track_write(self) -> None: ) await track.write(pcm) - assert not track._queue.empty() + await output.wait_consumed() + assert len(output.written) == 1 track.stop() @@ -59,6 +58,7 @@ async def test_audio_track_stop(self) -> None: async def test_audio_track_flush(self) -> None: output = _FakeAudioOutput(sample_rate=48000, channels=2) + output._write_barrier.clear() track = LocalOutputAudioTrack(audio_output=output) track.start() @@ -70,11 +70,13 @@ async def test_audio_track_flush(self) -> None: channels=2, ) await track.write(pcm) + await track.write(pcm) assert not track._queue.empty() await track.flush() assert track._queue.empty() + output._write_barrier.set() track.stop() async def test_playback_task_processes_queue(self) -> None: @@ -91,7 +93,7 @@ async def test_playback_task_processes_queue(self) -> None: ) await track.write(pcm) - await asyncio.sleep(0.2) + await output.wait_consumed() assert track._queue.empty() assert len(output.written) == 1 @@ -117,6 +119,7 @@ async def test_resampling(self) -> None: ) await track.write(pcm) - assert not track._queue.empty() + await output.wait_consumed() + assert len(output.written) == 1 track.stop() From 708ded756b00626a911792983e42ec7c6f5194f4 Mon Sep 17 00:00:00 2001 From: Daniil Gusev Date: Fri, 20 Mar 2026 16:03:15 +0100 Subject: [PATCH 17/19] Use InMemoryConversation in LocalEdge Having no conversation breaks many things --- plugins/local/tests/test_edge.py | 7 +++++-- plugins/local/vision_agents/plugins/local/edge.py | 6 +++--- 2 files changed, 8 insertions(+), 5 deletions(-) diff --git a/plugins/local/tests/test_edge.py b/plugins/local/tests/test_edge.py index 72ebbab5a..afeced4df 100644 --- a/plugins/local/tests/test_edge.py +++ b/plugins/local/tests/test_edge.py @@ -4,6 +4,7 @@ import numpy as np from aiortc import VideoStreamTrack +from vision_agents.core.agents.conversation import InMemoryConversation from vision_agents.core.edge.events import AudioReceivedEvent from vision_agents.core.edge.types import Participant, User from vision_agents.core.utils.utils import cancel_and_wait @@ -90,14 +91,16 @@ async def test_add_track_subscriber_returns_video_track(self) -> None: assert result is not None assert result._device == "0" - async def test_create_conversation_returns_none(self) -> None: + async def test_create_conversation_returns_in_memory(self) -> None: transport = _make_transport() user = User(id="test", name="Test") result = await transport.create_conversation( LocalCall(id="test"), user, "instructions" ) - assert result is None + assert isinstance(result, InMemoryConversation) + assert result.instructions == "instructions" + assert result.messages == [] class TestLocalConnection: diff --git a/plugins/local/vision_agents/plugins/local/edge.py b/plugins/local/vision_agents/plugins/local/edge.py index 0718aa057..37c45604c 100644 --- a/plugins/local/vision_agents/plugins/local/edge.py +++ b/plugins/local/vision_agents/plugins/local/edge.py @@ -7,6 +7,7 @@ import av import numpy as np from getstream.video.rtc.track_util import AudioFormat, PcmData +from vision_agents.core.agents.conversation import InMemoryConversation from vision_agents.core.edge.edge_transport import EdgeTransport from vision_agents.core.edge.events import AudioReceivedEvent, TrackAddedEvent from vision_agents.core.edge.types import Connection, Participant, TrackType, User @@ -207,9 +208,8 @@ async def send_custom_event(self, data: dict[str, Any]) -> None: async def create_conversation( self, call: Any, user: User, instructions: str - ) -> None: - # - return None + ) -> InMemoryConversation: + return InMemoryConversation(instructions=instructions, messages=[]) def _emit_audio_event(self, data: np.ndarray) -> None: """Convert raw numpy audio to PcmData and emit AudioReceivedEvent.""" From 2bf7bdb3cb70db6cae493930e2724c70e9d75bfa Mon Sep 17 00:00:00 2001 From: Daniil Gusev Date: Fri, 20 Mar 2026 16:07:19 +0100 Subject: [PATCH 18/19] Use deepgram.STT in local_transport_example --- examples/10_local_transport_example/README.md | 6 ++---- .../10_local_transport_example/local_transport_example.py | 4 ++-- examples/10_local_transport_example/pyproject.toml | 2 -- 3 files changed, 4 insertions(+), 8 deletions(-) diff --git a/examples/10_local_transport_example/README.md b/examples/10_local_transport_example/README.md index 5a04bc896..a0fb348f7 100644 --- a/examples/10_local_transport_example/README.md +++ b/examples/10_local_transport_example/README.md @@ -13,7 +13,7 @@ The LocalEdge provides: ## Running -Uses Gemini LLM with ElevenLabs STT and Deepgram TTS for a voice experience with optional camera input. +Uses Gemini LLM with Deepgram STT and TTS for a voice experience with optional camera input. ```bash uv run python local_transport_example.py @@ -25,8 +25,7 @@ uv run python local_transport_example.py 2. A camera (optional, for video input) 3. API keys: - Google AI (for Gemini LLM) - - Deepgram (for TTS) - - ElevenLabs (for STT) + - Deepgram (for STT and TTS) ## Setup @@ -35,7 +34,6 @@ uv run python local_transport_example.py ```bash GOOGLE_API_KEY=your_google_api_key DEEPGRAM_API_KEY=your_deepgram_api_key -ELEVENLABS_API_KEY=your_elevenlabs_api_key ``` 2. Install dependencies: diff --git a/examples/10_local_transport_example/local_transport_example.py b/examples/10_local_transport_example/local_transport_example.py index 2395eaf96..568aeb3d0 100644 --- a/examples/10_local_transport_example/local_transport_example.py +++ b/examples/10_local_transport_example/local_transport_example.py @@ -20,7 +20,7 @@ from dotenv import load_dotenv from vision_agents.core import Agent, AgentLauncher, Runner, User from vision_agents.core.utils.examples import get_weather_by_location -from vision_agents.plugins import deepgram, elevenlabs, gemini +from vision_agents.plugins import deepgram, gemini from vision_agents.plugins.local import LocalEdge from vision_agents.plugins.local.devices import ( select_audio_input_device, @@ -75,7 +75,7 @@ async def create_agent() -> Agent: processors=[], llm=llm, tts=deepgram.TTS(), - stt=elevenlabs.STT(), + stt=deepgram.STT(), ) return agent diff --git a/examples/10_local_transport_example/pyproject.toml b/examples/10_local_transport_example/pyproject.toml index 443a32438..bf7251562 100644 --- a/examples/10_local_transport_example/pyproject.toml +++ b/examples/10_local_transport_example/pyproject.toml @@ -7,14 +7,12 @@ requires-python = ">=3.10" dependencies = [ "python-dotenv>=1.0", "vision-agents-plugins-deepgram", - "vision-agents-plugins-elevenlabs", "vision-agents-plugins-gemini", "vision-agents-plugins-local", ] [tool.uv.sources] "vision-agents-plugins-deepgram" = { path = "../../plugins/deepgram", editable = true } -"vision-agents-plugins-elevenlabs" = { path = "../../plugins/elevenlabs", editable = true } "vision-agents-plugins-gemini" = { path = "../../plugins/gemini", editable = true } "vision-agents-plugins-local" = { path = "../../plugins/local", editable = true } "vision-agents" = { path = "../../agents-core", editable = true } From f1c6f5b982bb8e9c6936fcada985e83097fc1593 Mon Sep 17 00:00:00 2001 From: Daniil Gusev Date: Fri, 20 Mar 2026 16:18:02 +0100 Subject: [PATCH 19/19] Update uv.lock --- uv.lock | 1023 +++++++++++++++++++++++++++++++++---------------------- 1 file changed, 616 insertions(+), 407 deletions(-) diff --git a/uv.lock b/uv.lock index e43fe8968..98094ba01 100644 --- a/uv.lock +++ b/uv.lock @@ -29,6 +29,7 @@ members = [ "vision-agents-plugins-inworld", "vision-agents-plugins-kokoro", "vision-agents-plugins-lemonslice", + "vision-agents-plugins-local", "vision-agents-plugins-mistral", "vision-agents-plugins-moondream", "vision-agents-plugins-nvidia", @@ -336,7 +337,7 @@ wheels = [ [[package]] name = "anthropic" -version = "0.84.0" +version = "0.86.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "anyio" }, @@ -348,9 +349,9 @@ dependencies = [ { name = "sniffio" }, { name = "typing-extensions" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/04/ea/0869d6df9ef83dcf393aeefc12dd81677d091c6ffc86f783e51cf44062f2/anthropic-0.84.0.tar.gz", hash = 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