From e53bc6571569b4b3d322d2cfc9132205154029b3 Mon Sep 17 00:00:00 2001 From: Del Wang Date: Sat, 26 Apr 2025 19:00:56 +0800 Subject: [PATCH] =?UTF-8?q?feat:=20=E6=96=B0=E5=A2=9E=20Gemini=20Live=20AP?= =?UTF-8?q?I=20=E6=8E=A5=E5=85=A5=E6=BC=94=E7=A4=BA?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- examples/gemini-live/.python-version | 1 + examples/gemini-live/Cargo.lock | 903 ++++++++++++++++++++++++ examples/gemini-live/Cargo.toml | 20 + examples/gemini-live/README.md | 33 + examples/gemini-live/gemini/__init__.py | 4 + examples/gemini-live/gemini/gemini.py | 102 +++ examples/gemini-live/gemini/xiaoai.py | 51 ++ examples/gemini-live/main.py | 19 + examples/gemini-live/pyproject.toml | 29 + examples/gemini-live/src/lib.rs | 35 + examples/gemini-live/src/macros.rs | 14 + examples/gemini-live/src/python.rs | 77 ++ examples/gemini-live/src/server.rs | 132 ++++ examples/gemini-live/uv.lock | 434 ++++++++++++ 14 files changed, 1854 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0000000..cb669da --- /dev/null +++ b/examples/gemini-live/Cargo.toml @@ -0,0 +1,20 @@ +[package] +name = "open_xiaoai_server" +version = "1.0.0" +edition = "2021" + +[lib] +name = "open_xiaoai_server" +crate-type = ["cdylib"] + +[dependencies] +pyo3 = { version = "0.24.0", features = ["extension-module", "abi3-py38"] } +pyo3-async-runtimes = { version = "0.24", features = [ + "attributes", + "tokio-runtime", +] } +open-xiaoai = { path = "../../packages/client-rust" } +tokio = { version = "1.32.0", features = ["full"] } +tokio-tungstenite = "0.26.2" +serde = { version = "1.0", features = ["derive"] } +serde_json = "1.0" \ No newline at end of file diff --git a/examples/gemini-live/README.md b/examples/gemini-live/README.md new file mode 100644 index 0000000..8776085 --- /dev/null +++ b/examples/gemini-live/README.md @@ -0,0 +1,33 @@ +# Open-XiaoAI x Gemini Live API + +小爱音箱接入[Gemini Live API](https://ai.google.dev/gemini-api/docs/live) 的演示程序，支持自动 VAD + 连续对话。 + +> [!IMPORTANT] +> 你需要先到 [Google AI Studio](https://aistudio.google.com) 注册账号并[创建 API 密钥](https://aistudio.google.com/apikey)。 + +## 环境准备 + +为了能够正常编译运行该项目，你需要安装以下依赖环境/工具： + +- uv：https://github.com/astral-sh/uv +- Rust: https://www.rust-lang.org/learn/get-started + +## 编译运行 + +> [!NOTE] +> 请先确认你已经将小爱音箱刷机成功，并安装运行了 Rust 补丁程序 [👉 教程](../../packages/client-rust/README.md)，否则该项目启动后收不到音频输入，将无法正常工作。 + +```bash +# 安装 Python 依赖 +uv sync + +# 编译运行 +uv run main.py +``` + +## 注意事项 + +运行程序前，请先更新 `GEMINI_API_KEY` 环境变量，或 `gemini/gemini.py` 文件中的密钥。 + +> [!NOTE] +> 本项目只是一个简单的演示程序，抛砖引玉。如果你需要更多的功能，比如唤醒词识别、语音转文字、连续对话等，可以参考开源的 [xiaozhi-esp32-server](https://github.com/xinnan-tech/xiaozhi-esp32-server) 项目，借助 Python 丰富的 AI 生态，自行实现想要的功能。 diff --git a/examples/gemini-live/gemini/__init__.py b/examples/gemini-live/gemini/__init__.py new file mode 100644 index 0000000..fd00eac --- /dev/null +++ b/examples/gemini-live/gemini/__init__.py @@ -0,0 +1,4 @@ +from .gemini import Gemini +from .xiaoai import XiaoAi + +__all__ = ["Gemini", "XiaoAi"] diff --git a/examples/gemini-live/gemini/gemini.py b/examples/gemini-live/gemini/gemini.py new file mode 100644 index 0000000..46e1760 --- /dev/null +++ b/examples/gemini-live/gemini/gemini.py @@ -0,0 +1,102 @@ +import os +from typing import Awaitable, Callable, Optional +from google import genai +from google.genai import types + + +GEMINI_MODEL = "gemini-2.0-flash-live-001" +GEMINI_API_KEY = os.getenv("GEMINI_API_KEY") or "你的 API KEY" + + +class Gemini: + running = False + + client = genai.Client(api_key=GEMINI_API_KEY) + + session: Optional[genai.live.AsyncSession] = None + + config = types.LiveConnectConfig( + response_modalities=[types.Modality.AUDIO], + speech_config=types.SpeechConfig( + language_code="cmn-CN", + voice_config=types.VoiceConfig( + prebuilt_voice_config=types.PrebuiltVoiceConfig(voice_name="Kore") + ), + ), + context_window_compression=( + types.ContextWindowCompressionConfig( + sliding_window=types.SlidingWindow(), + ) + ), + ) + + @classmethod + async def send_text(cls, text: str): + if not cls.session: + return + await cls.session.send_client_content( + turns={"role": "user", "parts": [{"text": text}]}, + turn_complete=True, + ) + + @classmethod + async def send_audio(cls, data: bytes): + if not cls.session: + return + await cls.session.send_realtime_input( + audio=types.Blob(data=data, mime_type="audio/pcm;rate=16000") + ) + + @classmethod + def stop(cls): + cls.running = False + if cls.session: + cls.session.close() + + @classmethod + async def start( + cls, + on_audio: Optional[Callable[[bytes], Awaitable[None]]] = None, + on_text: Optional[Callable[[str], Awaitable[None]]] = None, + set_is_speaking: Optional[Callable[[bool], Awaitable[None]]] = None, + ): + if cls.running: + return + + cls.running = True + + async with cls.client.aio.live.connect( + model=GEMINI_MODEL, config=cls.config + ) as session: + cls.session = session + + print("🔊 AI: ", "session connected") + + while True: + print("🔊 AI: ", "waiting for response") + + if not cls.running: + break + + if set_is_speaking: + await set_is_speaking(False) + + async for response in session.receive(): + if response.server_content is None: + continue + + if response.server_content.interrupted is True: + continue + + if set_is_speaking: + await set_is_speaking(True) + + if response.data is not None: + print("🔊 AI: ", len(response.data)) + if on_audio: + await on_audio(response.data) + + if response.text is not None: + print("✅ AI: ", response.text) + if on_text: + await on_text(response.text) diff --git a/examples/gemini-live/gemini/xiaoai.py b/examples/gemini-live/gemini/xiaoai.py new file mode 100644 index 0000000..dbe9f68 --- /dev/null +++ b/examples/gemini-live/gemini/xiaoai.py @@ -0,0 +1,51 @@ +import asyncio + +import numpy as np +import open_xiaoai_server + +from gemini import Gemini + + +class XiaoAi: + loop: asyncio.AbstractEventLoop + is_ai_speaking = False + speaking_count = 0 + + @classmethod + async def start(cls): + cls.loop = asyncio.get_event_loop() + open_xiaoai_server.register_fn("on_input_data", cls.input_audio) + await open_xiaoai_server.start_server() + + @classmethod + async def output_audio(cls, data: bytes): + await open_xiaoai_server.on_output_data(data) + + @classmethod + def input_audio(cls, data: bytes): + if cls.is_ai_speaking: + # 如果 AI 正在回答问题，则不发送音频，防止把 AI 的声音被当做输入录制进来 + # 暂不支持中断 AI 的回复，需要等待 AI 回答完成后才能重新响应用户的语音输入 + return + + async def send_audio_task(): + audio_array = np.frombuffer(data, dtype=np.uint16) + await Gemini.send_audio(audio_array.tobytes()) + + asyncio.run_coroutine_threadsafe(send_audio_task(), cls.loop) + + @classmethod + async def set_is_speaking(cls, is_speaking: bool): + if is_speaking: + cls.speaking_count += 1 + cls.is_ai_speaking = True + return + + # 延迟 1 秒，如果 AI 还在说话，则设置为不说话 + async def set_is_speaking_task(): + speaking_count = cls.speaking_count + await asyncio.sleep(1) + if cls.speaking_count == speaking_count: + cls.is_ai_speaking = False + + asyncio.run_coroutine_threadsafe(set_is_speaking_task(), cls.loop) diff --git a/examples/gemini-live/main.py b/examples/gemini-live/main.py new file mode 100644 index 0000000..ca6bfeb --- /dev/null +++ b/examples/gemini-live/main.py @@ -0,0 +1,19 @@ +import asyncio + +from gemini.gemini import Gemini +from gemini.xiaoai import XiaoAi + + +async def main(): + xiaoai_task = asyncio.create_task(XiaoAi.start()) + gemini_task = asyncio.create_task( + Gemini.start( + on_audio=XiaoAi.output_audio, + set_is_speaking=XiaoAi.set_is_speaking, + ) + ) + await asyncio.gather(xiaoai_task, gemini_task) + + +if __name__ == "__main__": + asyncio.run(main()) diff --git a/examples/gemini-live/pyproject.toml b/examples/gemini-live/pyproject.toml new file mode 100644 index 0000000..a8bb7ae --- /dev/null +++ b/examples/gemini-live/pyproject.toml @@ -0,0 +1,29 @@ +[project] +name = "open-xiaoai-gemini" +version = "1.0.0" +description = "小爱音箱接入 Gemini Live" +readme = "README.md" +requires-python = ">=3.12" +dependencies = [ + "asyncio>=3.4.3", + "google-genai>=1.12.1", + "httpx[socks]>=0.28.1", + "maturin>=1.8.3", + "numpy>=2.2.3", +] + +[build-system] +requires = ["maturin>=1.0,<2.0"] +build-backend = "maturin" + +[tool.maturin] +features = ["pyo3/extension-module"] + +[tool.uv] +# Rebuild package when any rust files change +# https://github.com/PyO3/maturin/issues/2314#issuecomment-2488542771 +cache-keys = [ + { file = "pyproject.toml" }, + { file = "Cargo.toml" }, + { file = "src/**/*.rs" }, +] diff --git a/examples/gemini-live/src/lib.rs b/examples/gemini-live/src/lib.rs new file mode 100644 index 0000000..5bf43cc --- /dev/null +++ b/examples/gemini-live/src/lib.rs @@ -0,0 +1,35 @@ +use open_xiaoai::services::connect::message::MessageManager; +use pyo3::prelude::*; +use pyo3::types::PyBytes; +use server::AppServer; + +pub mod macros; +pub mod python; +pub mod server; + +#[pyfunction] +fn on_output_data(py: Python, data: Py) -> PyResult> { + let bytes = data.as_bytes(py).to_vec(); + pyo3_async_runtimes::tokio::future_into_py(py, async move { + let _ = MessageManager::instance() + .send_stream("play", bytes, None) + .await; + Ok(()) + }) +} + +#[pyfunction] +fn start_server(py: Python) -> PyResult> { + pyo3_async_runtimes::tokio::future_into_py(py, async { + AppServer::run().await; + Ok(()) + }) +} + +#[pymodule] +fn open_xiaoai_server(_py: Python, m: Bound<'_, PyModule>) -> PyResult<()> { + m.add_function(wrap_pyfunction!(start_server, &m)?)?; + m.add_function(wrap_pyfunction!(on_output_data, &m)?)?; + crate::python::init_module(&m)?; + Ok(()) +} diff --git a/examples/gemini-live/src/macros.rs b/examples/gemini-live/src/macros.rs new file mode 100644 index 0000000..d1e1aca --- /dev/null +++ b/examples/gemini-live/src/macros.rs @@ -0,0 +1,14 @@ +/// 提供一个简便的日志记录宏，将消息传递给 Python 端 +/// +/// # 示例 +/// +/// ``` +/// pylog!("这是一条日志消息"); +/// pylog!("带有变量的日志: {}", variable); +/// ``` +#[macro_export] +macro_rules! pylog { + ($($arg:tt)*) => { + crate::python::PythonManager::instance().log(format!($($arg)*)); + }; +} diff --git a/examples/gemini-live/src/python.rs b/examples/gemini-live/src/python.rs new file mode 100644 index 0000000..ef4ead5 --- /dev/null +++ b/examples/gemini-live/src/python.rs @@ -0,0 +1,77 @@ +use pyo3::prelude::*; +use std::collections::HashMap; +use std::ffi::CString; +use std::sync::{Arc, LazyLock, RwLock}; + +pub struct PythonManager { + functions: Arc>>, +} + +static INSTANCE: LazyLock = LazyLock::new(PythonManager::new); + +impl PythonManager { + pub fn new() -> Self { + Self { + functions: Arc::new(RwLock::new(HashMap::new())), + } + } + + pub fn instance() -> &'static Self { + &INSTANCE + } + + fn register_fn(&self, key: &str, function: PyObject) -> PyResult<()> { + let mut functions = self.functions.write().unwrap(); + functions.insert(key.to_string(), function); + Ok(()) + } + + fn unregister_fn(&self, key: &str) -> PyResult<()> { + let mut functions = self.functions.write().unwrap(); + functions.remove(key); + Ok(()) + } + + pub fn call_fn(&self, key: &str, arg: Option) -> PyResult { + let functions = self.functions.read().unwrap(); + if let Some(function) = functions.get(key) { + Python::with_gil(|py| match arg { + None => function.call0(py), + Some(arg) => function.call1(py, (arg,)), + }) + } else { + Err(pyo3::exceptions::PyKeyError::new_err(format!( + "未找到函数: {}", + key + ))) + } + } + + pub fn log(&self, text: String) { + let _ = self.eval(&format!("print('{}')", text)); + } + + pub fn eval(&self, script: &str) -> PyResult<()> { + Python::with_gil(|py| { + let c_script = CString::new(script)?; + py.run(&c_script, None, None)?; + Ok(()) + }) + } +} + +#[pyfunction] +fn register_fn(key: &str, function: PyObject) -> PyResult<()> { + PythonManager::instance().register_fn(key, function) +} + +#[pyfunction] +fn unregister_fn(key: &str) -> PyResult<()> { + PythonManager::instance().unregister_fn(key) +} + +pub fn init_module(m: &Bound<'_, PyModule>) -> PyResult<()> { + m.add_function(wrap_pyfunction!(register_fn, m)?)?; + m.add_function(wrap_pyfunction!(unregister_fn, m)?)?; + Ok(()) +} diff --git a/examples/gemini-live/src/server.rs b/examples/gemini-live/src/server.rs new file mode 100644 index 0000000..b8398f4 --- /dev/null +++ b/examples/gemini-live/src/server.rs @@ -0,0 +1,132 @@ +use open_xiaoai::base::{AppError, VERSION}; +use open_xiaoai::services::audio::config::AudioConfig; +use open_xiaoai::services::connect::data::{Event, Request, Response, Stream}; +use open_xiaoai::services::connect::handler::MessageHandler; +use open_xiaoai::services::connect::message::{MessageManager, WsStream}; +use open_xiaoai::services::connect::rpc::RPC; +use open_xiaoai::services::speaker::SpeakerManager; +use open_xiaoai::utils::task::TaskManager; +use pyo3::types::PyBytes; +use pyo3::Python; +use serde_json::json; +use tokio::net::{TcpListener, TcpStream}; +use tokio_tungstenite::accept_async; + +use crate::python::PythonManager; + +pub struct AppServer; + +async fn test() -> Result<(), AppError> { + SpeakerManager::play_text("已连接").await?; + + let _ = RPC::instance() + .call_remote( + "start_recording", + Some(json!(AudioConfig { + pcm: "noop".into(), + channels: 1, + bits_per_sample: 16, + sample_rate: 16000, + period_size: 1440 / 4, + buffer_size: 1440, + })), + None, + ) + .await; + + let _ = RPC::instance() + .call_remote( + "start_play", + Some(json!(AudioConfig { + pcm: "noop".into(), + channels: 1, + bits_per_sample: 16, + sample_rate: 24000, + period_size: 1440 / 4, + buffer_size: 1440, + })), + None, + ) + .await; + + Ok(()) +} + +impl AppServer { + pub async fn connect(stream: TcpStream) -> Result { + let ws_stream = accept_async(stream).await?; + Ok(WsStream::Server(ws_stream)) + } + + pub async fn run() { + let addr = "0.0.0.0:4399"; + let listener = TcpListener::bind(&addr) + .await + .expect(format!("❌ 绑定地址失败: {}", &addr).as_str()); + crate::pylog!("✅ 已启动: {:?}", addr); + while let Ok((stream, addr)) = listener.accept().await { + // 同一时刻只处理一个连接 + AppServer::handle_connection(stream, addr).await; + } + } + + async fn handle_connection(stream: TcpStream, addr: std::net::SocketAddr) { + let Ok(ws_stream) = AppServer::connect(stream).await else { + crate::pylog!("❌ 连接异常: {}", addr); + return; + }; + crate::pylog!("✅ 已连接: {:?}", addr); + AppServer::init(ws_stream).await; + if let Err(e) = MessageManager::instance().process_messages().await { + crate::pylog!("❌ 消息处理异常: {}", e); + } + AppServer::dispose().await; + crate::pylog!("❌ 已断开连接"); + } + + async fn init(ws_stream: WsStream) { + MessageManager::instance().init(ws_stream).await; + MessageHandler::::instance() + .set_handler(on_event) + .await; + MessageHandler::::instance() + .set_handler(on_stream) + .await; + + let rpc = RPC::instance(); + rpc.add_command("get_version", get_version).await; + + let test = tokio::spawn(async move { + tokio::time::sleep(std::time::Duration::from_secs(1)).await; + let _ = test().await; + }); + TaskManager::instance().add("test", test).await; + } + + async fn dispose() { + MessageManager::instance().dispose().await; + TaskManager::instance().dispose("test").await; + } +} + +async fn get_version(_: Request) -> Result { + let data = json!(VERSION.to_string()); + Ok(Response::from_data(data)) +} + +async fn on_stream(stream: Stream) -> Result<(), AppError> { + let Stream { tag, bytes, .. } = stream; + match tag.as_str() { + "record" => { + let data = Python::with_gil(|py| PyBytes::new(py, &bytes).into()); + PythonManager::instance().call_fn("on_input_data", Some(data))?; + } + _ => {} + } + Ok(()) +} + +async fn on_event(event: Event) -> Result<(), AppError> { + crate::pylog!("🔥 收到 Event: {:?}", event); + Ok(()) +} diff --git a/examples/gemini-live/uv.lock b/examples/gemini-live/uv.lock new file mode 100644 index 0000000..8c82c4c --- /dev/null +++ b/examples/gemini-live/uv.lock @@ -0,0 +1,434 @@ +version = 1 +revision = 1 +requires-python = ">=3.12" + +[[package]] +name = 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