Update static file routing and root endpoint for frontend integration

Update Python subprocess termination to use SIGKILL instead of SIGTERM for forceful termination

Replace `ffmpeg`-based audio loading with `soundfile` and `librosa`

[fix]: update web.

Update README.

Add robust lifecycle management for `audio_player` service in system routes

Standardize service lifecycle management by replacing `stop` with `exit` and introducing `is_exited` check

Remove `voice_schemas.py` and refactor schema imports for TTS and ASR modules in `__init__.py`

Refactor speech recognizer, audio capture, and system routes for improved clarity and functionality

Update `.gitignore` to exclude `electron-app/dist` directory

Add macOS entitlements and assets for Electron app build

Add Electron app scaffolding with loading screen and Python backend integration

Add build scripts for project packaging and cleanup

Update app title in index.html to "Voice Dialogue"

Add pause and resume functionality to voice dialogue system

Remove deprecated `whisper/ggml-large-v3-turbo-encoder` model files and metadata

Add PyInstaller and related dependencies to `dev` dependency group

Update README: clarify instructions, update paths, and refine directory structure documentation

Refactor `main.py`: remove redundant code, modularize functionality, and set multiprocessing to `spawn` for PyInstaller compatibility.

Refactor project: split `main.py` functionality into modular components under `cli`, `core`, and `config`.

Increase service startup timeouts and set daemon mode for services.

Add `build-python.sh`: script for packaging Python application with PyInstaller.

Update `.gitignore`: add `electron-app/python-dist` to ignore list

Remove unused assets: delete `appicon.png` and `dmg_bg.png` from `electron-app`.

Update `voice_dialogue.spec`: add comments for build stages and disable macOS `.app` bundle configuration

Organize assets: rename icons to `electron-app/assets/icons` and add `dmg_bg.png` to `electron-app/assets/images`.

Add `appicon.png` to project build icons

Add `moyoyo.icns` icon file to project

Update `.gitattributes`: add LFS support for `.icns` files

Add PyInstaller hooks and spec file for project packaging.

Refactor imports in `whisper.py` and `funasr.py` to use absolute paths for `ensure_minimum_audio_duration`.

Update `moyoyo.py`: add fallback for `utils` to ensure `HParams` availability in runtime.

Update `main.py`: modify `uvicorn.run` to use updated `voice_dialogue.api.app` module path.

Trim `requirements.txt` to remove autogenerated content and unused dependencies.

Enhance `main.py`: add `multiprocessing.freeze_support()` for compatibility and improve `lib_path` existence check before modifying sys.path.

Refactor import statement in `lr_schedulers.py`: move `matplotlib` import to main guard to reduce unnecessary module loading.

Refactor imports for consistency in `kokoro.py` and `processor.py`. Use absolute paths for better readability and maintainability.

Update `paths.py`: improve PROJECT_ROOT resolution with `_MEIPASS` support and enhance third-party path handling.

Rename 'src/VoiceDialogue' to 'src/voice_dialogue'.

Update `.gitignore` to exclude `electron-app/node_modules` directory.

[feature]: update www.

Revamp API core description: expand feature details for ASR, LLMs, TTS, system control, and real-time communication; improve clarity and structure of documentation.

Update README file.

Add `pyproject.toml` and `uv.lock` files to define project metadata and dependencies.

Update README file.

Update project requirements.

Update project requirements.

Integrate WebSocket support: add `/api/v1/ws` endpoint, enable real-time message handling via `websocket_message_queue`, and refactor services and models to support WebSocket-based question and answer updates.

Refactor `SessionIdManager` module: rename `session_id_manager.py` to `session_manager.py` and update imports accordingly.

Refactor session ID handling: replace `current_session_id` with `SessionIdManager` for thread-safe management, update related imports and references.