├── .claude └── agents │ └── repo-workflow-guide.md ├── .coderabbit.yaml ├── .cursor └── rules │ └── python.mdc ├── .env.example ├── .git-blame-ignore-revs ├── .github ├── actions │ └── python-uv-setup │ │ └── action.yml ├── labeler.yml └── workflows │ ├── ci.yml │ ├── daily.yml │ ├── labeler.yml │ ├── release.yml │ └── run_tests.yml ├── .gitignore ├── .pre-commit-config.yaml ├── DEVELOPMENT.md ├── LICENSE ├── PRODUCTION.md ├── README.md ├── SECURITY.md ├── agents-core ├── README.md ├── pyproject.toml └── vision_agents │ ├── PROTOBUF_GENERATION.md │ ├── _generate_sfu_events.py │ └── core │ ├── __init__.py │ ├── agents │ ├── __init__.py │ ├── agent_launcher.py │ ├── agent_session.py │ ├── agent_types.py │ ├── agents.py │ ├── conversation.py │ ├── events.py │ └── transcript_buffer.py │ ├── cli.py │ ├── cli │ ├── __init__.py │ └── cli_runner.py │ ├── edge │ ├── __init__.py │ ├── edge_transport.py │ ├── events.py │ ├── sfu_events.py │ └── types.py │ ├── events │ ├── __init__.py │ ├── base.py │ └── manager.py │ ├── instructions.py │ ├── llm │ ├── __init__.py │ ├── events.py │ ├── function_registry.py │ ├── llm.py │ ├── llm_test.py │ ├── llm_types.py │ ├── realtime.py │ ├── wrap_function.py │ └── wrap_method.py │ ├── mcp │ ├── __init__.py │ ├── mcp_base.py │ ├── mcp_manager.py │ ├── mcp_server_local.py │ ├── mcp_server_remote.py │ └── tool_converter.py │ ├── observability │ ├── __init__.py │ └── metrics.py │ ├── processors │ ├── __init__.py │ └── base_processor.py │ ├── profiling │ ├── __init__.py │ └── base.py │ ├── stt │ ├── __init__.py │ ├── events.py │ └── stt.py │ ├── tts │ ├── __init__.py │ ├── events.py │ ├── manual_test.py │ ├── testing.py │ └── tts.py │ ├── turn_detection │ ├── README.md │ ├── __init__.py │ ├── events.py │ └── turn_detection.py │ ├── utils │ ├── __init__.py │ ├── audio_forwarder.py │ ├── audio_queue.py │ ├── audio_track.py │ ├── examples.py │ ├── logging.py │ ├── utils.py │ ├── video_forwarder.py │ ├── video_queue.py │ ├── video_track.py │ └── video_utils.py │ └── vad │ ├── __init__.py │ └── silero.py ├── assets ├── demo_gifs │ ├── cartesia.gif │ ├── geoguesser.gif │ ├── golf.gif │ └── mirage.gif ├── demo_thumbnail.png ├── golf_example_tweet.png └── repo_image.png ├── conftest.py ├── dev.py ├── docs └── ai │ └── instructions │ ├── ai-events-example.md │ ├── ai-llm.md │ ├── ai-plugin.md │ ├── ai-realtime-llm.md │ ├── ai-stt.md │ ├── ai-tests.md │ ├── ai-tts.md │ ├── ai-turn-detector.md │ ├── ai-update.md │ └── ai-utils.md ├── examples ├── .env.example ├── 01_simple_agent_example │ ├── README.md │ ├── __init__.py │ ├── instructions.md │ ├── pyproject.toml │ ├── simple_agent_example.py │ ├── test.py │ └── uv.lock ├── 02_golf_coach_example │ ├── README.md │ ├── __init__.py │ ├── golf_coach.md │ ├── golf_coach_example.py │ ├── pyproject.toml │ └── uv.lock └── __init__.py ├── plugins ├── README.md ├── anthropic │ ├── README.md │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ ├── test_anthropic.py │ │ └── test_anthropic_llm.py │ ├── version.py │ └── vision_agents │ │ └── plugins │ │ └── anthropic │ │ ├── __init__.py │ │ ├── anthropic_llm.py │ │ └── events.py ├── aws │ ├── README.md │ ├── example │ │ ├── .env.example │ │ ├── __init__.py │ │ ├── aws_realtime_function_calling_example.py │ │ ├── aws_realtime_nova_example.py │ │ ├── pyproject.toml │ │ └── uv.lock │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ ├── __init__.py │ │ ├── test_aws.py │ │ ├── test_aws_realtime.py │ │ └── test_tts.py │ └── vision_agents │ │ └── plugins │ │ └── aws │ │ ├── __init__.py │ │ ├── aws_llm.py │ │ ├── aws_realtime.py │ │ ├── events.py │ │ └── tts.py ├── cartesia │ ├── README.md │ ├── example │ │ ├── README.md │ │ ├── __init__.py │ │ ├── main.py │ │ ├── narrator-example.py │ │ ├── pyproject.toml │ │ ├── sonic3-info.md │ │ └── uv.lock │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ ├── __init__.py │ │ └── test_tts.py │ └── vision_agents │ │ └── plugins │ │ └── cartesia │ │ ├── __init__.py │ │ └── tts.py ├── decart │ ├── README.md │ ├── example │ │ ├── README.md │ │ ├── __init__.py │ │ ├── decart_example.py │ │ └── pyproject.toml │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ ├── test_decart_restyling.py │ │ └── test_decart_video_track.py │ └── vision_agents │ │ └── plugins │ │ └── decart │ │ ├── __init__.py │ │ ├── decart_restyling_processor.py │ │ └── decart_video_track.py ├── deepgram │ ├── README.md │ ├── example │ │ ├── README.md │ │ ├── __init__.py │ │ ├── deepgram_tts_example.py │ │ ├── pyproject.toml │ │ └── uv.lock │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ ├── test_deepgram_stt.py │ │ └── test_deepgram_tts.py │ └── vision_agents │ │ └── plugins │ │ └── deepgram │ │ ├── __init__.py │ │ ├── deepgram_stt.py │ │ └── tts.py ├── elevenlabs │ ├── README.md │ ├── example │ │ ├── README.md │ │ ├── __init__.py │ │ ├── elevenlabs_example.py │ │ └── pyproject.toml │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ ├── test_elevenlabs_stt.py │ │ └── test_tts.py │ └── vision_agents │ │ └── plugins │ │ └── elevenlabs │ │ ├── __init__.py │ │ ├── stt.py │ │ └── tts.py ├── fast_whisper │ ├── README.md │ ├── example │ │ ├── __init__.py │ │ ├── fast_whisper_example.py │ │ └── pyproject.toml │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ └── test_fast_whisper_stt.py │ └── vision_agents │ │ └── plugins │ │ └── fast_whisper │ │ ├── __init__.py │ │ └── stt.py ├── fish │ ├── README.md │ ├── example │ │ ├── README.md │ │ ├── __init__.py │ │ ├── elon.md │ │ ├── fish_example.py │ │ └── pyproject.toml │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ ├── __init__.py │ │ ├── test_fish_stt.py │ │ └── test_fish_tts.py │ └── vision_agents │ │ ├── __init__.py │ │ └── plugins │ │ └── fish │ │ ├── __init__.py │ │ ├── stt.py │ │ └── tts.py ├── gemini │ ├── README.md │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ ├── test_gemini_llm.py │ │ ├── test_gemini_realtime.py │ │ └── test_realtime_function_calling.py │ └── vision_agents │ │ └── plugins │ │ └── gemini │ │ ├── __init__.py │ │ ├── events.py │ │ ├── gemini_llm.py │ │ └── gemini_realtime.py ├── getstream │ ├── README.md │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ ├── test_getstream_plugin.py │ │ ├── test_message_chunking.py │ │ └── test_stream_conversation.py │ └── vision_agents │ │ └── plugins │ │ └── getstream │ │ ├── __init__.py │ │ ├── stream_conversation.py │ │ └── stream_edge_transport.py ├── heygen │ ├── README.md │ ├── example │ │ ├── README.md │ │ ├── __init__.py │ │ ├── avatar_example.py │ │ ├── avatar_realtime_example.py │ │ └── pyproject.toml │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ ├── __init__.py │ │ └── test_heygen_plugin.py │ └── vision_agents │ │ └── plugins │ │ └── heygen │ │ ├── __init__.py │ │ ├── heygen_avatar_publisher.py │ │ ├── heygen_rtc_manager.py │ │ ├── heygen_session.py │ │ ├── heygen_types.py │ │ └── heygen_video_track.py ├── inworld │ ├── README.md │ ├── example │ │ ├── __init__.py │ │ ├── inworld-audio-guide.md │ │ ├── inworld_tts_example.py │ │ └── pyproject.toml │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ ├── __init__.py │ │ └── test_tts.py │ └── vision_agents │ │ └── plugins │ │ └── inworld │ │ ├── __init__.py │ │ └── tts.py ├── kokoro │ ├── README.md │ ├── example │ │ ├── README.md │ │ ├── __init__.py │ │ ├── kokoro_example.py │ │ └── pyproject.toml │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ └── test_tts.py │ └── vision_agents │ │ └── plugins │ │ └── kokoro │ │ ├── __init__.py │ │ └── tts.py ├── moondream │ ├── README.md │ ├── example │ │ ├── README.md │ │ ├── __init__.py │ │ ├── moondream_vlm_example.py │ │ └── pyproject.toml │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ ├── test_moondream.py │ │ ├── test_moondream_local.py │ │ ├── test_moondream_local_vlm.py │ │ └── test_moondream_vlm.py │ └── vision_agents │ │ └── plugins │ │ └── moondream │ │ ├── __init__.py │ │ ├── detection │ │ ├── moondream_cloud_processor.py │ │ ├── moondream_local_processor.py │ │ └── moondream_video_track.py │ │ ├── moondream_utils.py │ │ └── vlm │ │ ├── moondream_cloud_vlm.py │ │ └── moondream_local_vlm.py ├── openai │ ├── README.md │ ├── examples │ │ └── qwen_vl_example │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── pyproject.toml │ │ │ └── qwen_vl_example.py │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ ├── test_chat_completions.py │ │ ├── test_openai_llm.py │ │ ├── test_openai_realtime.py │ │ └── test_tts_openai.py │ └── vision_agents │ │ └── plugins │ │ └── openai │ │ ├── __init__.py │ │ ├── chat_completions │ │ ├── __init__.py │ │ ├── chat_completions_llm.py │ │ └── chat_completions_vlm.py │ │ ├── events.py │ │ ├── openai_llm.py │ │ ├── openai_realtime.py │ │ ├── rtc_manager.py │ │ ├── tool_utils.py │ │ └── tts.py ├── openrouter │ ├── README.md │ ├── example │ │ ├── __init__.py │ │ ├── openrouter_example.py │ │ └── pyproject.toml │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ ├── __init__.py │ │ └── test_openrouter_llm.py │ └── vision_agents │ │ └── plugins │ │ └── openrouter │ │ ├── __init__.py │ │ └── openrouter_llm.py ├── plugin_test_utils.py ├── qwen │ ├── README.md │ ├── example │ │ ├── README.md │ │ ├── __init__.py │ │ ├── env.example │ │ ├── pyproject.toml │ │ └── qwen_realtime_example.py │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ └── test_qwen_realtime.py │ └── vision_agents │ │ └── plugins │ │ └── qwen │ │ ├── __init__.py │ │ ├── client.py │ │ ├── events.py │ │ └── qwen_realtime.py ├── roboflow │ ├── README.md │ ├── example │ │ ├── README.md │ │ ├── __init__.py │ │ ├── env.example │ │ ├── instructions.md │ │ └── roboflow_example.py │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ └── test_roboflow.py │ └── vision_agents │ │ └── plugins │ │ └── roboflow │ │ ├── __init__.py │ │ ├── events.py │ │ ├── roboflow_cloud_processor.py │ │ ├── roboflow_local_processor.py │ │ └── utils.py ├── sample_plugin │ ├── README.md │ ├── example │ │ ├── .env.example │ │ ├── __init__.py │ │ ├── my_example.py │ │ ├── pyproject.toml │ │ └── uv.lock │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ └── test_example_plugin.py │ ├── uv.lock │ └── vision_agents │ │ └── plugins │ │ └── example │ │ └── __init__.py ├── smart_turn │ ├── README.md │ ├── example │ │ └── smart_turn_example.py │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ └── test_smart_turn.py │ └── vision_agents │ │ └── plugins │ │ └── smart_turn │ │ ├── __init__.py │ │ └── smart_turn_detection.py ├── ultralytics │ ├── README.md │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ └── test_ultralytics.py │ └── vision_agents │ │ └── plugins │ │ └── ultralytics │ │ ├── __init__.py │ │ └── yolo_pose_processor.py ├── vogent │ ├── README.md │ ├── example │ │ └── vogent_example.py │ ├── py.typed │ ├── pyproject.toml │ ├── tests │ │ └── test_vogent_td.py │ └── vision_agents │ │ └── plugins │ │ └── vogent │ │ ├── __init__.py │ │ └── vogent_turn_detection.py ├── wizper │ ├── README.md │ ├── example │ │ ├── README.md │ │ ├── __init__.py │ │ ├── pyproject.toml │ │ └── wizper_example.py │ ├── pyproject.toml │ ├── tests │ │ └── test_wizper_stt.py │ └── vision_agents │ │ └── plugins │ │ └── wizper │ │ ├── __init__.py │ │ └── stt.py └── xai │ ├── README.md │ ├── pyproject.toml │ ├── tests │ ├── test_xai_llm.py │ └── test_xai_tools.py │ └── vision_agents │ └── plugins │ └── xai │ ├── __init__.py │ ├── events.py │ ├── llm.py │ ├── py.typed │ └── version.py ├── pyproject.toml ├── pytest.ini ├── tests ├── __init__.py ├── base_test.py ├── test_agent.py ├── test_agent_tracks.py ├── test_assets │ ├── bunny_3s.mp4 │ ├── cat.jpg │ ├── describe_what_you_see.mp3 │ ├── formant_speech_16k.wav │ ├── formant_speech_48k.wav │ ├── golf_swing.png │ ├── mia.json │ └── mia.mp3 ├── test_async.py ├── test_audio_forwarder.py ├── test_audio_queue.py ├── test_conversation.py ├── test_events.py ├── test_function_calling.py ├── test_instructions.py ├── test_mcp_integration.py ├── test_openai_function_calling_integration.py ├── test_pyproject_sources.py ├── 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