mirror of
https://github.com/xinnan-tech/xiaozhi-esp32-server.git
synced 2026-07-24 08:03:53 +08:00
46 lines
1.6 KiB
Python
46 lines
1.6 KiB
Python
from abc import ABC, abstractmethod
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from typing import List, Dict
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from config.logger import setup_logging
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TAG = __name__
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logger = setup_logging()
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class IntentProviderBase(ABC):
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def __init__(self, config):
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self.config = config
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self.intent_options = config.get("intent_options", {
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"continue_chat": "继续聊天",
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"end_chat": "结束聊天",
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"play_music": "播放音乐",
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"get_weather": "查询天气",
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"get_news": "查询新闻"
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})
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def set_llm(self, llm):
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self.llm = llm
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# 获取模型名称和类型信息
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model_name = getattr(llm, 'model_name', str(llm.__class__.__name__))
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model_type = getattr(llm, 'type', 'unknown')
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# 记录更详细的日志
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logger.bind(tag=TAG).info(f"意图识别设置LLM: {model_name}, 类型: {model_type}")
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# 尝试获取模型基础URL
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base_url = getattr(llm, 'base_url', 'N/A')
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if base_url != 'N/A':
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logger.bind(tag=TAG).debug(f"意图识别LLM基础URL: {base_url}")
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@abstractmethod
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async def detect_intent(self, conn, dialogue_history: List[Dict], text: str) -> str:
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"""
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检测用户最后一句话的意图
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Args:
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dialogue_history: 对话历史记录列表，每条记录包含role和content
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Returns:
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返回识别出的意图，格式为:
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- "继续聊天"
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- "结束聊天"
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- "播放音乐 歌名" 或 "随机播放音乐"
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- "查询天气 地点名" 或 "查询天气 [当前位置]"
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"""
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pass
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