Merge branch 'main' into py_test_tts

This commit is contained in:
hrz
2025-07-10 13:47:53 +08:00
61 changed files with 1359 additions and 467 deletions
+132 -43
View File
@@ -17,6 +17,7 @@ from core.utils.util import (
filter_sensitive_info,
)
from typing import Dict, Any
from collections import deque
from core.utils.modules_initialize import (
initialize_modules,
initialize_tts,
@@ -110,10 +111,10 @@ class ConnectionHandler:
# vad相关变量
self.client_audio_buffer = bytearray()
self.client_have_voice = False
self.client_have_voice_last_time = 0.0
self.client_no_voice_last_time = 0.0
self.last_activity_time = 0.0 # 统一的活动时间戳(毫秒)
self.client_voice_stop = False
self.client_voice_frame_count = 0
self.client_voice_window = deque(maxlen=5)
self.last_is_voice = False
# asr相关变量
# 因为实际部署时可能会用到公共的本地ASR,不能把变量暴露给公共ASR
@@ -143,10 +144,10 @@ class ConnectionHandler:
self.load_function_plugin = False
self.intent_type = "nointent"
self.timeout_task = None
self.timeout_seconds = (
int(self.config.get("close_connection_no_voice_time", 120)) + 60
) # 在原来第一道关闭的基础上加60秒,进行二道关闭
self.timeout_task = None
# {"mcp":true} 表示启用MCP功能
self.features = None
@@ -187,12 +188,14 @@ class ConnectionHandler:
self.websocket = ws
self.device_id = self.headers.get("device-id", None)
# 初始化活动时间戳
self.last_activity_time = time.time() * 1000
# 启动超时检查任务
self.timeout_task = asyncio.create_task(self._check_timeout())
self.welcome_msg = self.config["xiaozhi"]
self.welcome_msg["session_id"] = self.session_id
await self.websocket.send(json.dumps(self.welcome_msg))
# 获取差异化配置
self._initialize_private_config()
@@ -213,7 +216,17 @@ class ConnectionHandler:
self.logger.bind(tag=TAG).error(f"Connection error: {str(e)}-{stack_trace}")
return
finally:
await self._save_and_close(ws)
try:
await self._save_and_close(ws)
except Exception as final_error:
self.logger.bind(tag=TAG).error(f"最终清理时出错: {final_error}")
# 确保即使保存记忆失败,也要关闭连接
try:
await self.close(ws)
except Exception as close_error:
self.logger.bind(tag=TAG).error(
f"强制关闭连接时出错: {close_error}"
)
async def _save_and_close(self, ws):
"""保存记忆并关闭连接"""
@@ -231,7 +244,10 @@ class ConnectionHandler:
except Exception as e:
self.logger.bind(tag=TAG).error(f"保存记忆失败: {e}")
finally:
loop.close()
try:
loop.close()
except Exception:
pass
# 启动线程保存记忆,不等待完成
threading.Thread(target=save_memory_task, daemon=True).start()
@@ -239,16 +255,17 @@ class ConnectionHandler:
self.logger.bind(tag=TAG).error(f"保存记忆失败: {e}")
finally:
# 立即关闭连接,不等待记忆保存完成
await self.close(ws)
try:
await self.close(ws)
except Exception as close_error:
self.logger.bind(tag=TAG).error(
f"保存记忆后关闭连接失败: {close_error}"
)
async def _route_message(self, message):
"""消息路由"""
# 重置超时计时器
if self.timeout_task:
self.timeout_task.cancel()
self.timeout_task = asyncio.create_task(self._check_timeout())
if isinstance(message, str):
self.last_activity_time = time.time() * 1000
await handleTextMessage(self, message)
elif isinstance(message, bytes):
if self.vad is None:
@@ -594,13 +611,24 @@ class ConnectionHandler:
# 更新系统prompt至上下文
self.dialogue.update_system_message(self.prompt)
def chat(self, query, tool_call=False):
def chat(self, query, tool_call=False, depth=0):
self.logger.bind(tag=TAG).info(f"大模型收到用户消息: {query}")
self.llm_finish_task = False
if not tool_call:
self.dialogue.put(Message(role="user", content=query))
# 为最顶层时新建会话ID和发送FIRST请求
if depth == 0:
self.sentence_id = str(uuid.uuid4().hex)
self.tts.tts_text_queue.put(
TTSMessageDTO(
sentence_id=self.sentence_id,
sentence_type=SentenceType.FIRST,
content_type=ContentType.ACTION,
)
)
# Define intent functions
functions = None
if self.intent_type == "function_call" and hasattr(self, "func_handler"):
@@ -616,8 +644,6 @@ class ConnectionHandler:
)
memory_str = future.result()
self.sentence_id = str(uuid.uuid4().hex)
if self.intent_type == "function_call" and functions is not None:
# 使用支持functions的streaming接口
llm_responses = self.llm.response_with_functions(
@@ -640,7 +666,6 @@ class ConnectionHandler:
function_id = None
function_arguments = ""
content_arguments = ""
text_index = 0
self.client_abort = False
for response in llm_responses:
if self.client_abort:
@@ -670,14 +695,6 @@ class ConnectionHandler:
if content is not None and len(content) > 0:
if not tool_call_flag:
response_message.append(content)
if text_index == 0:
self.tts.tts_text_queue.put(
TTSMessageDTO(
sentence_id=self.sentence_id,
sentence_type=SentenceType.FIRST,
content_type=ContentType.ACTION,
)
)
self.tts.tts_text_queue.put(
TTSMessageDTO(
sentence_id=self.sentence_id,
@@ -686,7 +703,6 @@ class ConnectionHandler:
content_detail=content,
)
)
text_index += 1
# 处理function call
if tool_call_flag:
bHasError = False
@@ -711,6 +727,11 @@ class ConnectionHandler:
f"function call error: {content_arguments}"
)
if not bHasError:
# 如需要大模型先处理一轮,添加相关处理后的日志情况
if len(response_message) > 0:
self.dialogue.put(
Message(role="assistant", content="".join(response_message))
)
response_message.clear()
self.logger.bind(tag=TAG).debug(
f"function_name={function_name}, function_id={function_id}, function_arguments={function_arguments}"
@@ -728,14 +749,14 @@ class ConnectionHandler:
),
self.loop,
).result()
self._handle_function_result(result, function_call_data)
self._handle_function_result(result, function_call_data, depth=depth)
# 存储对话内容
if len(response_message) > 0:
self.dialogue.put(
Message(role="assistant", content="".join(response_message))
)
if text_index > 0:
if depth == 0:
self.tts.tts_text_queue.put(
TTSMessageDTO(
sentence_id=self.sentence_id,
@@ -750,7 +771,7 @@ class ConnectionHandler:
return True
def _handle_function_result(self, result, function_call_data):
def _handle_function_result(self, result, function_call_data, depth):
if result.action == Action.RESPONSE: # 直接回复前端
text = result.response
self.tts.tts_one_sentence(self, ContentType.TEXT, content_detail=text)
@@ -787,7 +808,7 @@ class ConnectionHandler:
content=text,
)
)
self.chat(text, tool_call=True)
self.chat(text, tool_call=True, depth=depth + 1)
elif result.action == Action.NOTFOUND or result.action == Action.ERROR:
text = result.response if result.response else result.result
self.tts.tts_one_sentence(self, ContentType.TEXT, content_detail=text)
@@ -840,13 +861,22 @@ class ConnectionHandler:
"""资源清理方法"""
try:
# 取消超时任务
if self.timeout_task:
if self.timeout_task and not self.timeout_task.done():
self.timeout_task.cancel()
try:
await self.timeout_task
except asyncio.CancelledError:
pass
self.timeout_task = None
# 清理工具处理器资源
if hasattr(self, "func_handler") and self.func_handler:
await self.func_handler.cleanup()
try:
await self.func_handler.cleanup()
except Exception as cleanup_error:
self.logger.bind(tag=TAG).error(
f"清理工具处理器时出错: {cleanup_error}"
)
# 触发停止事件
if self.stop_event:
@@ -856,19 +886,61 @@ class ConnectionHandler:
self.clear_queues()
# 关闭WebSocket连接
if ws:
await ws.close()
elif self.websocket:
await self.websocket.close()
try:
if ws:
# 安全地检查WebSocket状态并关闭
try:
if hasattr(ws, "closed") and not ws.closed:
await ws.close()
elif hasattr(ws, "state") and ws.state.name != "CLOSED":
await ws.close()
else:
# 如果没有closed属性,直接尝试关闭
await ws.close()
except Exception:
# 如果关闭失败,忽略错误
pass
elif self.websocket:
try:
if (
hasattr(self.websocket, "closed")
and not self.websocket.closed
):
await self.websocket.close()
elif (
hasattr(self.websocket, "state")
and self.websocket.state.name != "CLOSED"
):
await self.websocket.close()
else:
# 如果没有closed属性,直接尝试关闭
await self.websocket.close()
except Exception:
# 如果关闭失败,忽略错误
pass
except Exception as ws_error:
self.logger.bind(tag=TAG).error(f"关闭WebSocket连接时出错: {ws_error}")
if self.tts:
await self.tts.close()
# 最后关闭线程池(避免阻塞)
if self.executor:
self.executor.shutdown(wait=False)
try:
self.executor.shutdown(wait=False)
except Exception as executor_error:
self.logger.bind(tag=TAG).error(
f"关闭线程池时出错: {executor_error}"
)
self.executor = None
self.logger.bind(tag=TAG).info("连接资源已释放")
except Exception as e:
self.logger.bind(tag=TAG).error(f"关闭连接时出错: {e}")
finally:
# 确保停止事件被设置
if self.stop_event:
self.stop_event.set()
def clear_queues(self):
"""清空所有任务队列"""
@@ -898,7 +970,6 @@ class ConnectionHandler:
def reset_vad_states(self):
self.client_audio_buffer = bytearray()
self.client_have_voice = False
self.client_have_voice_last_time = 0
self.client_voice_stop = False
self.logger.bind(tag=TAG).debug("VAD states reset.")
@@ -917,10 +988,28 @@ class ConnectionHandler:
"""检查连接超时"""
try:
while not self.stop_event.is_set():
await asyncio.sleep(self.timeout_seconds)
if not self.stop_event.is_set():
self.logger.bind(tag=TAG).info("连接超时,准备关闭")
await self.close(self.websocket)
break
# 检查是否超时(只有在时间戳已初始化的情况下)
if self.last_activity_time > 0.0:
current_time = time.time() * 1000
if (
current_time - self.last_activity_time
> self.timeout_seconds * 1000
):
if not self.stop_event.is_set():
self.logger.bind(tag=TAG).info("连接超时,准备关闭")
# 设置停止事件,防止重复处理
self.stop_event.set()
# 使用 try-except 包装关闭操作,确保不会因为异常而阻塞
try:
await self.close(self.websocket)
except Exception as close_error:
self.logger.bind(tag=TAG).error(
f"超时关闭连接时出错: {close_error}"
)
break
# 每10秒检查一次,避免过于频繁
await asyncio.sleep(10)
except Exception as e:
self.logger.bind(tag=TAG).error(f"超时检查任务出错: {e}")
finally:
self.logger.bind(tag=TAG).info("超时检查任务已退出")
@@ -6,9 +6,8 @@ from core.handle.helloHandle import checkWakeupWords
from core.utils.util import remove_punctuation_and_length
from core.providers.tts.dto.dto import ContentType
from core.utils.dialogue import Message
from core.providers.tools.device_mcp import call_mcp_tool
from plugins_func.register import Action, ActionResponse
from loguru import logger
from core.providers.tts.dto.dto import TTSMessageDTO, SentenceType
TAG = __name__
@@ -29,6 +28,8 @@ async def handle_user_intent(conn, text):
intent_result = await analyze_intent_with_llm(conn, text)
if not intent_result:
return False
# 会话开始时生成sentence_id
conn.sentence_id = str(uuid.uuid4().hex)
# 处理各种意图
return await process_intent_result(conn, intent_result, text)
@@ -79,11 +80,6 @@ async def process_intent_result(conn, intent_result, original_text):
if function_name == "continue_chat":
return False
if function_name == "play_music":
funcItem = conn.func_handler.get_function(function_name)
if not funcItem:
conn.func_handler.function_registry.register_function("play_music")
function_args = {}
if "arguments" in intent_data["function_call"]:
function_args = intent_data["function_call"]["arguments"]
@@ -158,5 +154,19 @@ async def process_intent_result(conn, intent_result, original_text):
def speak_txt(conn, text):
conn.tts.tts_text_queue.put(
TTSMessageDTO(
sentence_id=conn.sentence_id,
sentence_type=SentenceType.FIRST,
content_type=ContentType.ACTION,
)
)
conn.tts.tts_one_sentence(conn, ContentType.TEXT, content_detail=text)
conn.tts.tts_text_queue.put(
TTSMessageDTO(
sentence_id=conn.sentence_id,
sentence_type=SentenceType.LAST,
content_type=ContentType.ACTION,
)
)
conn.dialogue.put(Message(role="assistant", content=text))
@@ -66,12 +66,11 @@ async def startToChat(conn, text):
async def no_voice_close_connect(conn, have_voice):
if have_voice:
conn.client_no_voice_last_time = 0.0
conn.last_activity_time = time.time() * 1000
return
if conn.client_no_voice_last_time == 0.0:
conn.client_no_voice_last_time = time.time() * 1000
else:
no_voice_time = time.time() * 1000 - conn.client_no_voice_last_time
# 只有在已经初始化过时间戳的情况下才进行超时检查
if conn.last_activity_time > 0.0:
no_voice_time = time.time() * 1000 - conn.last_activity_time
close_connection_no_voice_time = int(
conn.config.get("close_connection_no_voice_time", 120)
)
@@ -93,7 +93,7 @@ async def sendAudio(conn, audios, pre_buffer=True):
break
# 重置没有声音的状态
conn.client_no_voice_last_time = 0.0
conn.last_activity_time = time.time() * 1000
# 计算预期发送时间
expected_time = start_time + (play_position / 1000)
@@ -1,3 +1,4 @@
import httpx
import openai
from openai.types import CompletionUsage
from config.logger import setup_logging
@@ -16,6 +17,9 @@ class LLMProvider(LLMProviderBase):
self.base_url = config.get("base_url")
else:
self.base_url = config.get("url")
# 增加timeout的配置项,单位为秒
timeout = config.get("timeout", 300)
self.timeout = int(timeout) if timeout else 300
param_defaults = {
"max_tokens": (500, int),
@@ -42,7 +46,7 @@ class LLMProvider(LLMProviderBase):
model_key_msg = check_model_key("LLM", self.api_key)
if model_key_msg:
logger.bind(tag=TAG).error(model_key_msg)
self.client = openai.OpenAI(api_key=self.api_key, base_url=self.base_url)
self.client = openai.OpenAI(api_key=self.api_key, base_url=self.base_url, timeout=httpx.Timeout(self.timeout))
def response(self, session_id, dialogue, **kwargs):
try:
+4 -18
View File
@@ -161,13 +161,6 @@ class TTSProviderBase(ABC):
else:
sentence_id = str(uuid.uuid4()).replace("-", "")
conn.sentence_id = sentence_id
self.tts_text_queue.put(
TTSMessageDTO(
sentence_id=sentence_id,
sentence_type=SentenceType.FIRST,
content_type=ContentType.ACTION,
)
)
# 对于单句的文本,进行分段处理
segments = re.split(r"([。!?!?;\n])", content_detail)
for seg in segments:
@@ -180,13 +173,6 @@ class TTSProviderBase(ABC):
content_file=content_file,
)
)
self.tts_text_queue.put(
TTSMessageDTO(
sentence_id=sentence_id,
sentence_type=SentenceType.LAST,
content_type=ContentType.ACTION,
)
)
async def open_audio_channels(self, conn):
self.conn = conn
@@ -209,6 +195,8 @@ class TTSProviderBase(ABC):
while not self.conn.stop_event.is_set():
try:
message = self.tts_text_queue.get(timeout=1)
if message.sentence_type == SentenceType.FIRST:
self.conn.client_abort = False
if self.conn.client_abort:
logger.bind(tag=TAG).info("收到打断信息,终止TTS文本处理线程")
continue
@@ -362,10 +350,8 @@ class TTSProviderBase(ABC):
return audio_datas
def _process_before_stop_play_files(self):
for tts_file, text in self.before_stop_play_files:
if tts_file and os.path.exists(tts_file):
audio_datas = self._process_audio_file(tts_file)
self.tts_audio_queue.put((SentenceType.MIDDLE, audio_datas, text))
for audio_datas, text in self.before_stop_play_files:
self.tts_audio_queue.put((SentenceType.MIDDLE, audio_datas, text))
self.before_stop_play_files.clear()
self.tts_audio_queue.put((SentenceType.LAST, [], None))
@@ -85,8 +85,12 @@ class TTSProvider(TTSProviderBase):
self.reference_id = (
None if not config.get("reference_id") else config.get("reference_id")
)
self.reference_audio = parse_string_to_list(config.get("reference_audio"))
self.reference_text = parse_string_to_list(config.get("reference_text"))
self.reference_audio = parse_string_to_list(
config.get('ref_audio')if config.get('ref_audio') else config.get("reference_audio")
)
self.reference_text = parse_string_to_list(
config.get('ref_text')if config.get('ref_text') else config.get("reference_text")
)
self.format = config.get("response_format", "wav")
self.audio_file_type = config.get("response_format", "wav")
self.api_key = config.get("api_key", "YOUR_API_KEY")
@@ -12,8 +12,8 @@ class TTSProvider(TTSProviderBase):
super().__init__(config, delete_audio_file)
self.url = config.get("url")
self.text_lang = config.get("text_lang", "zh")
self.ref_audio_path = config.get("ref_audio_path")
self.prompt_text = config.get("prompt_text")
self.ref_audio_path = config.get('ref_audio') if config.get('ref_audio') else config.get("ref_audio_path")
self.prompt_text = config.get('ref_text') if config.get('ref_text') else config.get("prompt_text")
self.prompt_lang = config.get("prompt_lang", "zh")
# 处理空字符串的情况
@@ -11,8 +11,8 @@ class TTSProvider(TTSProviderBase):
def __init__(self, config, delete_audio_file):
super().__init__(config, delete_audio_file)
self.url = config.get("url")
self.refer_wav_path = config.get("refer_wav_path")
self.prompt_text = config.get("prompt_text")
self.refer_wav_path = config.get('ref_audio')if config.get('ref_audio') else config.get("refer_wav_path")
self.prompt_text = config.get('ref_text')if config.get('ref_text') else config.get("prompt_text")
self.prompt_language = config.get("prompt_language")
self.text_language = config.get("text_language", "audo")
@@ -10,7 +10,6 @@ from config.logger import setup_logging
from core.utils import opus_encoder_utils
from core.utils.util import check_model_key
from core.providers.tts.base import TTSProviderBase
from core.handle.abortHandle import handleAbortMessage
from core.providers.tts.dto.dto import SentenceType, ContentType, InterfaceType
from asyncio import Task
@@ -175,6 +174,9 @@ class TTSProvider(TTSProviderBase):
async def _ensure_connection(self):
"""建立新的WebSocket连接"""
try:
if self.ws:
logger.bind(tag=TAG).info(f"使用已有链接...")
return self.ws
logger.bind(tag=TAG).info("开始建立新连接...")
ws_header = {
"X-Api-App-Key": self.appId,
@@ -200,6 +202,10 @@ class TTSProvider(TTSProviderBase):
logger.bind(tag=TAG).debug(
f"收到TTS任务|{message.sentence_type.name} {message.content_type.name} | 会话ID: {self.conn.sentence_id}"
)
if message.sentence_type == SentenceType.FIRST:
self.conn.client_abort = False
if self.conn.client_abort:
logger.bind(tag=TAG).info("收到打断信息,终止TTS文本处理线程")
continue
@@ -244,9 +250,12 @@ class TTSProvider(TTSProviderBase):
logger.bind(tag=TAG).info(
f"添加音频文件到待播放列表: {message.content_file}"
)
self.before_stop_play_files.append(
(message.content_file, message.content_detail)
)
if message.content_file and os.path.exists(message.content_file):
# 先处理文件音频数据
file_audio = self._process_audio_file(message.content_file)
self.before_stop_play_files.append(
(file_audio, message.content_detail)
)
if message.sentence_type == SentenceType.LAST:
try:
@@ -295,25 +304,15 @@ class TTSProvider(TTSProviderBase):
async def start_session(self, session_id):
logger.bind(tag=TAG).info(f"开始会话~~{session_id}")
try:
task = self._monitor_task
# 会话开始时检测上个会话的监听状态
if (
task is not None
and isinstance(task, Task)
and not task.done()
self._monitor_task is not None
and isinstance(self._monitor_task, Task)
and not self._monitor_task.done()
):
logger.bind(tag=TAG).info("等待上一个监听任务结束...")
if self.ws is not None:
logger.bind(tag=TAG).info("强制关闭上一个WebSocket连接以唤醒监听任务...")
try:
await self.ws.close()
except Exception as e:
logger.bind(tag=TAG).warning(f"关闭上一个ws异常: {e}")
self.ws = None
try:
await asyncio.wait_for(task, timeout=8)
except Exception as e:
logger.bind(tag=TAG).warning(f"等待监听任务异常: {e}")
self._monitor_task = None
logger.bind(tag=TAG).info("检测到未完成的上个会话,关闭监听任务和连接...")
await self.close()
# 建立新连接
await self._ensure_connection()
@@ -336,19 +335,7 @@ class TTSProvider(TTSProviderBase):
except Exception as e:
logger.bind(tag=TAG).error(f"启动会话失败: {str(e)}")
# 确保清理资源
if hasattr(self, "_monitor_task"):
try:
self._monitor_task.cancel()
await self._monitor_task
except:
pass
self._monitor_task = None
if self.ws:
try:
await self.ws.close()
except:
pass
self.ws = None
await self.close()
raise
async def finish_session(self, session_id):
@@ -368,7 +355,7 @@ class TTSProvider(TTSProviderBase):
logger.bind(tag=TAG).info("会话结束请求已发送")
# 等待监听任务完成
if hasattr(self, "_monitor_task"):
if self._monitor_task:
try:
await self._monitor_task
except Exception as e:
@@ -378,28 +365,25 @@ class TTSProvider(TTSProviderBase):
finally:
self._monitor_task = None
# 关闭连接
await self.close()
except Exception as e:
logger.bind(tag=TAG).error(f"关闭会话失败: {str(e)}")
# 确保清理资源
if hasattr(self, "_monitor_task"):
try:
self._monitor_task.cancel()
await self._monitor_task
except:
pass
self._monitor_task = None
if self.ws:
try:
await self.ws.close()
except:
pass
self.ws = None
await self.close()
raise
async def close(self):
"""资源清理方法"""
# 取消监听任务
if self._monitor_task:
try:
self._monitor_task.cancel()
await self._monitor_task
except asyncio.CancelledError:
pass
except Exception as e:
logger.bind(tag=TAG).warning(f"关闭时取消监听任务错误: {e}")
self._monitor_task = None
if self.ws:
try:
await self.ws.close()
@@ -413,6 +397,7 @@ class TTSProvider(TTSProviderBase):
is_first_sentence = True
first_sentence_segment_count = 0 # 添加计数器
try:
session_finished = False # 标记会话是否正常结束
while not self.conn.stop_event.is_set():
try:
# 确保 `recv()` 运行在同一个 event loop
@@ -466,6 +451,7 @@ class TTSProvider(TTSProviderBase):
elif res.optional.event == EVENT_SessionFinished:
logger.bind(tag=TAG).debug(f"会话结束~~")
self._process_before_stop_play_files()
session_finished = True
break
except websockets.ConnectionClosed:
logger.bind(tag=TAG).warning("WebSocket连接已关闭")
@@ -476,15 +462,15 @@ class TTSProvider(TTSProviderBase):
)
traceback.print_exc()
break
finally:
# 确保清理资源
if self.ws:
# 仅在连接异常时才关闭
if not session_finished and self.ws:
try:
await self.ws.close()
except:
pass
self.ws = None
# 监听任务退出时清理引用
finally:
self._monitor_task = None
async def send_event(
@@ -1,3 +1,4 @@
import os
import queue
import asyncio
import traceback
@@ -63,9 +64,12 @@ class TTSProvider(TTSProviderBase):
logger.bind(tag=TAG).info(
f"添加音频文件到待播放列表: {message.content_file}"
)
self.before_stop_play_files.append(
(message.content_file, message.content_detail)
)
if message.content_file and os.path.exists(message.content_file):
# 先处理文件音频数据
file_audio = self._process_audio_file(message.content_file)
self.before_stop_play_files.append(
(file_audio, message.content_detail)
)
if message.sentence_type == SentenceType.LAST:
# 处理剩余的文本
@@ -23,22 +23,24 @@ class VADProvider(VADProviderBase):
# 处理空字符串的情况
threshold = config.get("threshold", "0.5")
threshold_low = config.get("threshold_low", "0.2")
min_silence_duration_ms = config.get("min_silence_duration_ms", "1000")
self.vad_threshold = float(threshold) if threshold else 0.5
self.vad_threshold_low = float(threshold_low) if threshold_low else 0.2
self.silence_threshold_ms = (
int(min_silence_duration_ms) if min_silence_duration_ms else 1000
)
# 至少要多少帧才算有语音
self.frame_window_threshold = 3
def is_vad(self, conn, opus_packet):
try:
pcm_frame = self.decoder.decode(opus_packet, 960)
conn.client_audio_buffer.extend(pcm_frame) # 将新数据加入缓冲区
# 初始化帧计数器
if not hasattr(conn, "client_voice_frame_count"):
conn.client_voice_frame_count = 0
# 处理缓冲区中的完整帧(每次处理512采样点)
client_have_voice = False
while len(conn.client_audio_buffer) >= 512 * 2:
@@ -54,26 +56,30 @@ class VADProvider(VADProviderBase):
# 检测语音活动
with torch.no_grad():
speech_prob = self.model(audio_tensor, 16000).item()
is_voice = speech_prob >= self.vad_threshold
if is_voice:
conn.client_voice_frame_count += 1
# 双阈值判断
if speech_prob >= self.vad_threshold:
is_voice = True
elif speech_prob <= self.vad_threshold_low:
is_voice = False
else:
conn.client_voice_frame_count = 0
is_voice = conn.last_is_voice
# 只有连续4帧检测到语音才认为有
client_have_voice = conn.client_voice_frame_count >= 4
# 声音没低于最低值则延续前一个状态,判断为有
conn.last_is_voice = is_voice
# 更新滑动窗口
conn.client_voice_window.append(is_voice)
client_have_voice = (conn.client_voice_window.count(True) >= self.frame_window_threshold)
# 如果之前有声音,但本次没有声音,且与上次有声音的时间差已经超过了静默阈值,则认为已经说完一句话
if conn.client_have_voice and not client_have_voice:
stop_duration = (
time.time() * 1000 - conn.client_have_voice_last_time
)
stop_duration = time.time() * 1000 - conn.last_activity_time
if stop_duration >= self.silence_threshold_ms:
conn.client_voice_stop = True
if client_have_voice:
conn.client_have_voice = True
conn.client_have_voice_last_time = time.time() * 1000
conn.last_activity_time = time.time() * 1000
return client_have_voice
except opuslib_next.OpusError as e:
@@ -40,6 +40,7 @@ class VLLMProvider(VLLMProviderBase):
self.client = openai.OpenAI(api_key=self.api_key, base_url=self.base_url)
def response(self, question, base64_image):
question = question + "(请使用中文回复)"
try:
messages = [
{
+27 -1
View File
@@ -980,4 +980,30 @@ def is_valid_image_file(file_data: bytes) -> bool:
def sanitize_tool_name(name: str) -> str:
"""Sanitize tool names for OpenAI compatibility."""
return re.sub(r"[^a-zA-Z0-9_-]", "_", name)
# 支持中文、英文字母、数字、下划线和连字符
return re.sub(r"[^a-zA-Z0-9_\-\u4e00-\u9fff]", "_", name)
def validate_mcp_endpoint(mcp_endpoint: str) -> bool:
"""
校验MCP接入点格式
Args:
mcp_endpoint: MCP接入点字符串
Returns:
bool: 是否有效
"""
# 1. 检查是否以ws开头
if not mcp_endpoint.startswith("ws"):
return False
# 2. 检查是否包含key、call字样
if "key" in mcp_endpoint.lower() or "call" in mcp_endpoint.lower():
return False
# 3. 检查是否包含/mcp/字样
if "/mcp/" not in mcp_endpoint:
return False
return True
@@ -57,8 +57,25 @@ class WebSocketServer:
self.active_connections.add(handler)
try:
await handler.handle_connection(websocket)
except Exception as e:
self.logger.bind(tag=TAG).error(f"处理连接时出错: {e}")
finally:
# 确保从活动连接集合中移除
self.active_connections.discard(handler)
# 强制关闭连接(如果还没有关闭的话)
try:
# 安全地检查WebSocket状态并关闭
if hasattr(websocket, "closed") and not websocket.closed:
await websocket.close()
elif hasattr(websocket, "state") and websocket.state.name != "CLOSED":
await websocket.close()
else:
# 如果没有closed属性,直接尝试关闭
await websocket.close()
except Exception as close_error:
self.logger.bind(tag=TAG).error(
f"服务器端强制关闭连接时出错: {close_error}"
)
async def _http_response(self, websocket, request_headers):
# 检查是否为 WebSocket 升级请求