Voice Edge AI

Voice Edge AI is a macOS-focused local voice and AI platform. It combines local MLX language and vision models, faster-whisper speech recognition, streaming Edge-TTS synthesis, OpenAI-compatible HTTP APIs, MCP tools, native macOS dictation, Xiaomi XiaoAI integration, and browser-backed AI providers.

Highlights

• Local MLX language and vision inference

• Real-time and file-based speech recognition with faster-whisper

• Streaming speech synthesis with Edge-TTS

• OpenAI-compatible chat, transcription, speech, embedding, rerank, and FIM endpoints

• MCP Streamable HTTP tools

• Native macOS dictation, HUD, keyboard shortcuts, and audio-route recovery

• Xiaomi XiaoAI smart-speaker integration

• Browser-backed DeepSeek, Doubao, Qwen, and Microsoft 365 Copilot models

• Firefox-assisted local authentication synchronization

• Optional SharePoint uploads for Microsoft 365 Copilot attachments

Voice Edge AI can be used as a local voice assistant, inference gateway, MCP server, transcription service, streaming TTS gateway, or Xiaomi XiaoAI backend.

Related MCP server: ToolPiper

Requirements

• macOS

• Python 3.11 or newer

• FFmpeg

• Microphone permission

• Accessibility permission

• Input Monitoring permission

Apple Silicon is recommended for MLX-based inference.

Installation

brew install ffmpeg
uv sync
uv run python -m camoufox fetch

Install the included Firefox authentication-sync extension when using browser-backed providers. Install the included Continue extension package when using Voice Edge through VS Code.

Running

MCP mode

uv run start

HTTP mode

uv run start --http

Default ports:

• MCP: 5001

• HTTP: 5000

The first startup may take longer while local components initialize.

OpenAI-Compatible APIs

Core Features

Speech Recognition

• Real-time transcription

• Audio and video file transcription

• Global dictation mode

• Apple Speech integration

• Multilingual recognition

Local AI

• MLX-LM and MLX-VLM backends

• Local embeddings and reranking

• Fill-in-the-middle code completion

• OpenAI-compatible model routing

Speech Synthesis

• Streaming Edge-TTS playback

• Multiple voice aliases

• Sequential audio queue

• Long-form speech support

• Automatic playback recovery

macOS Integration

• Native HUD overlay

• Global keyboard shortcuts

• Persistent audio output stream

• Bluetooth and audio-route recovery

Browser-Backed Providers

Supported browser-backed model families include:

• DeepSeek: default, expert, and vision modes

• Doubao

• Qwen

• Microsoft 365 Copilot

Firefox synchronizes local browser authentication state through the Native Messaging bridge. Authentication values are treated as secrets and must not be logged, uploaded, or committed.

Microsoft 365 Copilot and SharePoint

Configure the Microsoft 365 entry page and optional SharePoint upload and download location:

export M365_ENTRY_URL='https://outlook.cloud.microsoft/host/xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx/entity1-xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx'
export SHAREPOINT_HOME_URL='https://tenant.sharepoint.com/sites/site_name'

# The storage location for input files
export SHAREPOINT_UPLOAD_FOLDER='Upload'

# The storage location for model output files
export SHAREPOINT_DOWNLOAD_FOLDER='Download'

SHAREPOINT_UPLOAD_FOLDER is document-library-relative. Leave it empty to use the library root.

SHAREPOINT_DOWNLOAD_FOLDER is document-library-relative. Leave it empty to use SHAREPOINT_UPLOAD_FOLDER.

Conversation-state settings:

# Restore the last locally stored browser conversation.
export VOICE_EDGE_RESTORE_LAST_CONVERSATION=1

# Disable local conversation persistence.
export VOICE_EDGE_DISABLE_CONVERSATION_PERSISTENCE=1

# Unified browser-provider state file.
export VOICE_EDGE_BROWSER_STATE_PATH="$HOME/.voice-edge/browser-provider-state.json"

When a supported client uploads files for a Microsoft 365 model, Voice Edge can upload them to the configured SharePoint folder and send them to Microsoft 365 Copilot as file attachments.

Xiaomi XiaoAI Configuration

Enable the Xiaomi bridge and provide account and device settings:

export XIAOAI_ENABLED=1
export MI_USER='your_xiaomi_account'
export MI_PASS='your_password'
export XIAOAI_HARDWARE='LX01'
export MI_DID=''
export XIAOAI_OTP_FILE="$HOME/.mi.otp"
export XIAOAI_OTP_TIMEOUT=300
export XIAOAI_OTP_POLL_INTERVAL=0.5
export XIAOAI_WAKEUP_MODE='directive'

Select the AI model:

# Doubao
export XIAOAI_MODEL='LLM:doubao'
export DOUBAO_BROWSER_ENGINE='camoufox'

# Qwen
export XIAOAI_MODEL='LLM:qwen'
export QWEN_BROWSER_MODEL='qwen3.7-plus'

# DeepSeek
export XIAOAI_MODEL='LLM:deepseek'

# Microsoft 365 Copilot example
export XIAOAI_MODEL='LLM:m365-chatgpt-5.6'

The system prompt is used by local models that support a system-message role. It is not prepended to browser-model user messages.

export XIAOAI_SYSTEM_PROMPT='Please keep your answer concise and output text suitable for voice reading only.'
export XIAOAI_MAX_TOKENS=500
export XIAOAI_TEMPERATURE=0.3

Model Routing

export XIAOAI_TRIGGER_WITHOUT_KEYWORD=1
export XIAOAI_KEYWORDS='help me,please'
export XIAOAI_STOP_PHRASES='stop answering,stop,hold on'
export XIAOAI_NEW_CONVERSATION='new conversation,new chat,clear context,change topic,start over'

Queries matching native keywords bypass the AI model and are handled by the native Xiaomi assistant:

export XIAOAI_NATIVE_KEYWORDS='weather,time'
export XIAOAI_NATIVE_STATUS_POLL_INTERVAL=0.25
export XIAOAI_NATIVE_PLAY_START_TIMEOUT=3.0
export XIAOAI_NATIVE_PLAY_END_TIMEOUT=30.0
export XIAOAI_NATIVE_IDLE_CONFIRMATIONS=1
export XIAOAI_NATIVE_STATUS_FALLBACK_DELAY=3.0
export XIAOAI_NATIVE_TAIL_GUARD=0.20

Playback and Audio Streaming

export XIAOAI_VOICE='zh'
export XIAOAI_TTS_SPEED=1.0
export XIAOAI_AUDIO_BIND_HOST='0.0.0.0'
export XIAOAI_AUDIO_PORT=8050
export XIAOAI_AUDIO_PUBLIC_HOST=''
export XIAOAI_PLAYBACK_DRAIN_MARGIN=0.25
export XIAOAI_PLAYBACK_DRAIN_MAX=180
export XIAOAI_PLAYBACK_STATUS_POLL_INTERVAL=0.15
export XIAOAI_PLAYBACK_STATUS_MAX_WAIT=4.0
export XIAOAI_PLAYBACK_IDLE_CONFIRMATIONS=1
export XIAOAI_PLAYBACK_TAIL_GUARD=0.20
export XIAOAI_PLAYBACK_TIMEOUT=300

Xiaomi devices fetch the audio stream over the LAN. Do not use 127.0.0.1 as the public host.

Streaming and Polling

export XIAOAI_POLL_INTERVAL=0.1
export XIAOAI_POLL_MIN_INTERVAL=0.08
export XIAOAI_POLL_LOG_EVERY=1
export XIAOAI_AUDIO_MAX_BUFFER_BYTES=524288
export XIAOAI_SPEECH_TARGET_CHARS=42
export XIAOAI_HISTORY_TURNS=6
export XIAOAI_MP3_BITRATE='64k'
export XIAOAI_QUERY_DEBOUNCE_SECONDS=4
export XIAOAI_WAKEUP_SUPPRESS_SECONDS=0

Optional Tavily Search

export TAVILY_API_KEY='your_api_key'
export XIAOAI_TAVILY_TOOL_ENABLED=1
export XIAOAI_TAVILY_TOOL_MAX_RESULTS=3
export XIAOAI_TAVILY_TOOL_TIMEOUT=30

Keyboard Shortcuts

Browser Authentication Security

• Firefox-synchronized cookies are equivalent to login credentials.

• Never print, upload, or commit cookie snapshots or bearer tokens.

• The Native Messaging host is restricted to the configured Firefox extension ID.

• The local authentication-sync socket uses user-only permissions.

• Generated Native Host files are stored under ~/.voice-edge.

• Firefox-synchronized credentials take precedence over environment-provided browser credentials for the current process.

Architecture

   XiaoAI / OpenAI / MCP / Hotkeys
                |
                v
        Voice Edge AI Core
                |
     +----------+----------+
     |          |          |
     v          v          v
    STT      Local LLM    Tools
     |          |          |
     +----------+----------+
                |
                v
      Conversation Engine
                |
                v
          Streaming TTS
                |
                v
   Local Audio / XiaoAI Audio

Debugging

Enable only the diagnostics needed for the active provider:

export DOUBAO_DEBUG=1
export QWEN_DEBUG=1
export DEEPSEEK_DEBUG=1
export DEEPSEEK_LOG_STREAM_CHUNKS=1
export M365_DEBUG=1
export M365_RELAY_TRACE=1
export XIAOAI_POLL_DEBUG=1
export XIAOAI_PLAYER_STATUS_DEBUG=1

Do not share logs until secrets such as cookies, access tokens, refresh tokens, authorization headers, and temporary download credentials have been removed.

License

MIT License.