mirror of
https://github.com/xinnan-tech/xiaozhi-esp32-server.git
synced 2026-07-22 07:03:53 +08:00
Merge pull request #1366 from xinnan-tech/update-fix
合并chat和chat_with_function_calling
This commit is contained in:
@@ -51,7 +51,7 @@
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字典管理
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</el-dropdown-item>
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<el-dropdown-item @click.native="goProviderManagement">
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供应器管理
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字段管理
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</el-dropdown-item>
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<el-dropdown-item @click.native="goServerSideManagement">
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服务端管理
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@@ -3,7 +3,7 @@
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<HeaderBar />
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<div class="operation-bar">
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<h2 class="page-title">供应器管理</h2>
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<h2 class="page-title">字段管理</h2>
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<div class="right-operations">
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<el-dropdown trigger="click" @command="handleSelectModelType" @visible-change="handleDropdownVisibleChange">
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<el-button class="category-btn">
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@@ -14,6 +14,8 @@ import websockets
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from typing import Dict, Any
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from plugins_func.loadplugins import auto_import_modules
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from config.logger import setup_logging
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from config.config_loader import get_project_dir
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from core.utils import p3
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from core.utils.dialogue import Message, Dialogue
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from core.handle.textHandle import handleTextMessage
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from core.utils.util import (
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@@ -506,106 +508,20 @@ class ConnectionHandler:
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# 更新系统prompt至上下文
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self.dialogue.update_system_message(self.prompt)
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def chat(self, query):
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self.dialogue.put(Message(role="user", content=query))
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response_message = []
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processed_chars = 0 # 跟踪已处理的字符位置
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try:
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# 使用带记忆的对话
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memory_str = None
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if self.memory is not None:
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future = asyncio.run_coroutine_threadsafe(
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self.memory.query_memory(query), self.loop
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)
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memory_str = future.result()
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self.logger.bind(tag=TAG).debug(f"记忆内容: {memory_str}")
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llm_responses = self.llm.response(
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self.session_id, self.dialogue.get_llm_dialogue_with_memory(memory_str)
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)
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except Exception as e:
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self.logger.bind(tag=TAG).error(f"LLM 处理出错 {query}: {e}")
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return None
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self.llm_finish_task = False
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text_index = 0
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for content in llm_responses:
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response_message.append(content)
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if self.client_abort:
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break
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# 合并当前全部文本并处理未分割部分
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full_text = "".join(response_message)
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current_text = full_text[processed_chars:] # 从未处理的位置开始
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# 查找最后一个有效标点
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punctuations = ("。", ".", "?", "?", "!", "!", ";", ";", ":")
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last_punct_pos = -1
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number_flag = True
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for punct in punctuations:
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pos = current_text.rfind(punct)
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prev_char = current_text[pos - 1] if pos - 1 >= 0 else ""
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# 如果.前面是数字统一判断为小数
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if prev_char.isdigit() and punct == ".":
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number_flag = False
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if pos > last_punct_pos and number_flag:
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last_punct_pos = pos
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# 找到分割点则处理
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if last_punct_pos != -1:
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segment_text_raw = current_text[: last_punct_pos + 1]
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segment_text = get_string_no_punctuation_or_emoji(segment_text_raw)
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if segment_text:
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# 强制设置空字符,测试TTS出错返回语音的健壮性
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# if text_index % 2 == 0:
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# segment_text = " "
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text_index += 1
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self.recode_first_last_text(segment_text, text_index)
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future = self.executor.submit(
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self.speak_and_play, segment_text, text_index
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)
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self.tts_queue.put((future, text_index))
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processed_chars += len(segment_text_raw) # 更新已处理字符位置
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# 处理最后剩余的文本
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full_text = "".join(response_message)
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remaining_text = full_text[processed_chars:]
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if remaining_text:
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segment_text = get_string_no_punctuation_or_emoji(remaining_text)
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if segment_text:
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text_index += 1
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self.recode_first_last_text(segment_text, text_index)
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future = self.executor.submit(
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self.speak_and_play, segment_text, text_index
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)
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self.tts_queue.put((future, text_index))
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self.llm_finish_task = True
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self.dialogue.put(Message(role="assistant", content="".join(response_message)))
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self.logger.bind(tag=TAG).debug(
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json.dumps(self.dialogue.get_llm_dialogue(), indent=4, ensure_ascii=False)
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)
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return True
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def chat_with_function_calling(self, query, tool_call=False):
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self.logger.bind(tag=TAG).debug(f"Chat with function calling start: {query}")
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"""Chat with function calling for intent detection using streaming"""
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def chat(self, query, tool_call=False):
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self.logger.bind(tag=TAG).debug(f"Chat: {query}")
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if not tool_call:
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self.dialogue.put(Message(role="user", content=query))
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# Define intent functions
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functions = None
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if hasattr(self, "func_handler"):
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if self.intent_type == "function_call" and hasattr(self, "func_handler"):
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functions = self.func_handler.get_functions()
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response_message = []
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processed_chars = 0 # 跟踪已处理的字符位置
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try:
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start_time = time.time()
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# 使用带记忆的对话
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memory_str = None
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if self.memory is not None:
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@@ -614,14 +530,18 @@ class ConnectionHandler:
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)
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memory_str = future.result()
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# self.logger.bind(tag=TAG).info(f"对话记录: {self.dialogue.get_llm_dialogue_with_memory(memory_str)}")
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# 使用支持functions的streaming接口
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llm_responses = self.llm.response_with_functions(
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self.session_id,
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self.dialogue.get_llm_dialogue_with_memory(memory_str),
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functions=functions,
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)
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if functions is not None:
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# 使用支持functions的streaming接口
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llm_responses = self.llm.response_with_functions(
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self.session_id,
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self.dialogue.get_llm_dialogue_with_memory(memory_str),
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functions=functions,
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)
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else:
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llm_responses = self.llm.response(
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self.session_id,
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self.dialogue.get_llm_dialogue_with_memory(memory_str),
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)
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except Exception as e:
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self.logger.bind(tag=TAG).error(f"LLM 处理出错 {query}: {e}")
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return None
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@@ -637,27 +557,28 @@ class ConnectionHandler:
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content_arguments = ""
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for response in llm_responses:
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content, tools_call = response
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if self.intent_type == "function_call":
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content, tools_call = response
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if "content" in response:
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content = response["content"]
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tools_call = None
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if content is not None and len(content) > 0:
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content_arguments += content
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if "content" in response:
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content = response["content"]
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tools_call = None
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if content is not None and len(content) > 0:
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content_arguments += content
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if not tool_call_flag and content_arguments.startswith("<tool_call>"):
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# print("content_arguments", content_arguments)
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tool_call_flag = True
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if tools_call is not None:
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tool_call_flag = True
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if tools_call[0].id is not None:
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function_id = tools_call[0].id
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if tools_call[0].function.name is not None:
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function_name = tools_call[0].function.name
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if tools_call[0].function.arguments is not None:
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function_arguments += tools_call[0].function.arguments
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if not tool_call_flag and content_arguments.startswith("<tool_call>"):
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# print("content_arguments", content_arguments)
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tool_call_flag = True
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if tools_call is not None:
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tool_call_flag = True
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if tools_call[0].id is not None:
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function_id = tools_call[0].id
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if tools_call[0].function.name is not None:
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function_name = tools_call[0].function.name
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if tools_call[0].function.arguments is not None:
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function_arguments += tools_call[0].function.arguments
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else:
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content = response
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if content is not None and len(content) > 0:
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if not tool_call_flag:
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response_message.append(content)
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@@ -696,7 +617,7 @@ class ConnectionHandler:
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text_index += 1
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self.recode_first_last_text(segment_text, text_index)
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future = self.executor.submit(
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self.speak_and_play, segment_text, text_index
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self.speak_and_play, None, segment_text, text_index
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)
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self.tts_queue.put((future, text_index))
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# 更新已处理字符位置
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@@ -755,7 +676,7 @@ class ConnectionHandler:
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text_index += 1
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self.recode_first_last_text(segment_text, text_index)
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future = self.executor.submit(
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self.speak_and_play, segment_text, text_index
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self.speak_and_play, None, segment_text, text_index
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)
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self.tts_queue.put((future, text_index))
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@@ -818,7 +739,7 @@ class ConnectionHandler:
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if result.action == Action.RESPONSE: # 直接回复前端
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text = result.response
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self.recode_first_last_text(text, text_index)
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future = self.executor.submit(self.speak_and_play, text, text_index)
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future = self.executor.submit(self.speak_and_play, None, text, text_index)
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self.tts_queue.put((future, text_index))
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self.dialogue.put(Message(role="assistant", content=text))
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elif result.action == Action.REQLLM: # 调用函数后再请求llm生成回复
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@@ -853,11 +774,11 @@ class ConnectionHandler:
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content=text,
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)
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)
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self.chat_with_function_calling(text, tool_call=True)
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self.chat(text, tool_call=True)
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elif result.action == Action.NOTFOUND or result.action == Action.ERROR:
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text = result.result
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self.recode_first_last_text(text, text_index)
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future = self.executor.submit(self.speak_and_play, text, text_index)
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future = self.executor.submit(self.speak_and_play, None, text, text_index)
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self.tts_queue.put((future, text_index))
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self.dialogue.put(Message(role="assistant", content=text))
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else:
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@@ -884,11 +805,7 @@ class ConnectionHandler:
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self.logger.bind(tag=TAG).debug("正在处理TTS任务...")
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tts_timeout = int(self.config.get("tts_timeout", 10))
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tts_file, text, _ = future.result(timeout=tts_timeout)
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if text is None or len(text) <= 0:
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self.logger.bind(tag=TAG).error(
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f"TTS出错:{text_index}: tts text is empty"
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)
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elif tts_file is None:
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if tts_file is None:
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self.logger.bind(tag=TAG).error(
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f"TTS出错: file is empty: {text_index}: {text}"
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)
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@@ -897,12 +814,16 @@ class ConnectionHandler:
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f"TTS生成:文件路径: {tts_file}"
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)
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if os.path.exists(tts_file):
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if self.audio_format == "pcm":
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if tts_file.endswith(".p3"):
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audio_datas, _ = p3.decode_opus_from_file(tts_file)
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elif self.audio_format == "pcm":
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audio_datas, _ = self.tts.audio_to_pcm_data(tts_file)
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else:
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audio_datas, _ = self.tts.audio_to_opus_data(tts_file)
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# 在这里上报TTS数据
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enqueue_tts_report(self, text, audio_datas)
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enqueue_tts_report(
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self, tts_file if text is None else text, audio_datas
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)
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else:
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self.logger.bind(tag=TAG).error(
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f"TTS出错:文件不存在{tts_file}"
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@@ -918,6 +839,7 @@ class ConnectionHandler:
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self.tts.delete_audio_file
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and tts_file is not None
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and os.path.exists(tts_file)
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and tts_file.startswith(self.tts.output_file)
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):
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os.remove(tts_file)
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except Exception as e:
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@@ -984,18 +906,21 @@ class ConnectionHandler:
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self.logger.bind(tag=TAG).info("聊天记录上报线程已退出")
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def speak_and_play(self, text, text_index=0):
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if text is None or len(text) <= 0:
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self.logger.bind(tag=TAG).info(f"无需tts转换,query为空,{text}")
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return None, text, text_index
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tts_file = self.tts.to_tts(text)
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def speak_and_play(self, file_path, content, text_index=0):
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if file_path is not None:
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self.logger.bind(tag=TAG).info(f"无需tts转换: 从文件播放,{file_path}")
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return file_path, content, text_index
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if content is None or len(content) <= 0:
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self.logger.bind(tag=TAG).info(f"无需tts转换,query为空,{content}")
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return None, content, text_index
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tts_file = self.tts.to_tts(content)
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if tts_file is None:
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self.logger.bind(tag=TAG).error(f"tts转换失败,{text}")
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return None, text, text_index
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self.logger.bind(tag=TAG).error(f"tts转换失败,{content}")
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return None, content, text_index
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self.logger.bind(tag=TAG).debug(f"TTS 文件生成完毕: {tts_file}")
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if self.max_output_size > 0:
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add_device_output(self.headers.get("device-id"), len(text))
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return tts_file, text, text_index
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add_device_output(self.headers.get("device-id"), len(content))
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return tts_file, content, text_index
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def clearSpeakStatus(self):
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self.logger.bind(tag=TAG).debug(f"清除服务端讲话状态")
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@@ -109,21 +109,21 @@ async def process_intent_result(conn, intent_result, original_text):
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if result.action == Action.RESPONSE: # 直接回复前端
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text = result.response
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if text is not None:
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speak_and_play(conn, text)
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speak_txt(conn, text)
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elif result.action == Action.REQLLM: # 调用函数后再请求llm生成回复
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text = result.result
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conn.dialogue.put(Message(role="tool", content=text))
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llm_result = conn.intent.replyResult(text, original_text)
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if llm_result is None:
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llm_result = text
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speak_and_play(conn, llm_result)
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speak_txt(conn, llm_result)
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elif (
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result.action == Action.NOTFOUND
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or result.action == Action.ERROR
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):
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text = result.result
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if text is not None:
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speak_and_play(conn, text)
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speak_txt(conn, text)
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elif function_name != "play_music":
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# For backward compatibility with original code
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# 获取当前最新的文本索引
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@@ -131,7 +131,7 @@ async def process_intent_result(conn, intent_result, original_text):
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if text is None:
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text = result.result
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if text is not None:
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speak_and_play(conn, text)
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speak_txt(conn, text)
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# 将函数执行放在线程池中
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conn.executor.submit(process_function_call)
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@@ -142,12 +142,12 @@ async def process_intent_result(conn, intent_result, original_text):
|
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return False
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def speak_and_play(conn, text):
|
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def speak_txt(conn, text):
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text_index = (
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conn.tts_last_text_index + 1 if hasattr(conn, "tts_last_text_index") else 0
|
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)
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conn.recode_first_last_text(text, text_index)
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future = conn.executor.submit(conn.speak_and_play, text, text_index)
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future = conn.executor.submit(conn.speak_and_play, None, text, text_index)
|
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conn.llm_finish_task = True
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conn.tts_queue.put((future, text_index))
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conn.dialogue.put(Message(role="assistant", content=text))
|
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|
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@@ -39,7 +39,9 @@ async def handleAudioMessage(conn, audio):
|
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if len(conn.asr_audio) < 15:
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conn.asr_server_receive = True
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else:
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raw_text, _ = await conn.asr.speech_to_text(conn.asr_audio, conn.session_id) # 确保ASR模块返回原始文本
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raw_text, _ = await conn.asr.speech_to_text(
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conn.asr_audio, conn.session_id
|
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) # 确保ASR模块返回原始文本
|
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conn.logger.bind(tag=TAG).info(f"识别文本: {raw_text}")
|
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text_len, _ = remove_punctuation_and_length(raw_text)
|
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if text_len > 0:
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@@ -76,11 +78,7 @@ async def startToChat(conn, text):
|
||||
|
||||
# 意图未被处理,继续常规聊天流程
|
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await send_stt_message(conn, text)
|
||||
if conn.intent_type == "function_call":
|
||||
# 使用支持function calling的聊天方法
|
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conn.executor.submit(conn.chat_with_function_calling, text)
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else:
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||||
conn.executor.submit(conn.chat, text)
|
||||
conn.executor.submit(conn.chat, text)
|
||||
|
||||
|
||||
async def no_voice_close_connect(conn):
|
||||
|
||||
@@ -216,24 +216,16 @@ async def play_local_music(conn, specific_file=None):
|
||||
text = _get_random_play_prompt(selected_music)
|
||||
await send_stt_message(conn, text)
|
||||
conn.dialogue.put(Message(role="assistant", content=text))
|
||||
conn.tts_first_text_index = 0
|
||||
conn.tts_last_text_index = 0
|
||||
|
||||
tts_file = await asyncio.to_thread(conn.tts.to_tts, text)
|
||||
if tts_file is not None and os.path.exists(tts_file):
|
||||
conn.tts_last_text_index = 1
|
||||
opus_packets, _ = conn.tts.audio_to_opus_data(tts_file)
|
||||
conn.audio_play_queue.put((opus_packets, None, 0))
|
||||
os.remove(tts_file)
|
||||
conn.recode_first_last_text(text, 0)
|
||||
future = conn.executor.submit(conn.speak_and_play, None, text, 0)
|
||||
conn.tts_queue.put((future, 0))
|
||||
|
||||
conn.recode_first_last_text(text, 1)
|
||||
future = conn.executor.submit(conn.speak_and_play, music_path, None, 1)
|
||||
conn.tts_queue.put((future, 1))
|
||||
conn.llm_finish_task = True
|
||||
|
||||
if music_path.endswith(".p3"):
|
||||
opus_packets, _ = p3.decode_opus_from_file(music_path)
|
||||
else:
|
||||
opus_packets, _ = conn.tts.audio_to_opus_data(music_path)
|
||||
conn.audio_play_queue.put((opus_packets, None, conn.tts_last_text_index))
|
||||
|
||||
except Exception as e:
|
||||
conn.logger.bind(tag=TAG).error(f"播放音乐失败: {str(e)}")
|
||||
conn.logger.bind(tag=TAG).error(f"详细错误: {traceback.format_exc()}")
|
||||
|
||||
Reference in New Issue
Block a user