from config.logger import setup_logging import json import uuid from core.handle.sendAudioHandle import send_stt_message from core.utils.util import remove_punctuation_and_length TAG = __name__ logger = setup_logging() async def handle_user_intent(conn, text): # 检查是否有明确的退出命令 if await check_direct_exit(conn, text): return True if conn.use_function_call_mode: # 使用支持function calling的聊天方法,不再进行意图分析 return False # 使用LLM进行意图分析 intent = await analyze_intent_with_llm(conn, text) if not intent: return False # 处理各种意图 return await process_intent_result(conn, intent, text) async def check_direct_exit(conn, text): """检查是否有明确的退出命令""" _, text = remove_punctuation_and_length(text) cmd_exit = conn.cmd_exit for cmd in cmd_exit: if text == cmd: logger.bind(tag=TAG).info(f"识别到明确的退出命令: {text}") await conn.close() return True return False async def analyze_intent_with_llm(conn, text): """使用LLM分析用户意图""" if not hasattr(conn, 'intent') or not conn.intent: logger.bind(tag=TAG).warning("意图识别服务未初始化") return None # 对话历史记录 dialogue = conn.dialogue try: intent_result = await conn.intent.detect_intent(conn, dialogue.dialogue, text) # 尝试解析JSON结果 try: intent_data = json.loads(intent_result) if "intent" in intent_data: return intent_data["intent"] except json.JSONDecodeError: # 如果不是JSON格式,尝试直接获取意图文本 return intent_result.strip() except Exception as e: logger.bind(tag=TAG).error(f"意图识别失败: {str(e)}") return None async def process_intent_result(conn, intent, original_text): """处理意图识别结果""" # 处理退出意图 if "结束聊天" in intent: logger.bind(tag=TAG).info(f"识别到退出意图: {intent}") # 如果是明确的离别意图,发送告别语并关闭连接 await send_stt_message(conn, original_text) conn.executor.submit(conn.chat_and_close, original_text) return True # 处理播放音乐意图 if "播放音乐" in intent: logger.bind(tag=TAG).info(f"识别到音乐播放意图: {intent}") # 调用play_music函数来播放音乐 song_name = extract_text_in_brackets(intent) function_id = str(uuid.uuid4().hex) function_name = "play_music" function_arguments = '{ "song_name": "' + song_name + '" }' function_call_data = { "name": function_name, "id": function_id, "arguments": function_arguments } conn.func_handler.handle_llm_function_call(conn, function_call_data) return True # 其他意图处理可以在这里扩展 # 默认返回False,表示继续常规聊天流程 return False def extract_text_in_brackets(s): """ 从字符串中提取中括号内的文字 :param s: 输入字符串 :return: 中括号内的文字,如果不存在则返回空字符串 """ left_bracket_index = s.find('[') right_bracket_index = s.find(']') if left_bracket_index != -1 and right_bracket_index != -1 and left_bracket_index < right_bracket_index: return s[left_bracket_index + 1:right_bracket_index] else: return ""