mirror of
https://github.com/xinnan-tech/xiaozhi-esp32-server.git
synced 2026-07-23 07:33:53 +08:00
63f34e5a82
* 增加本地记忆功能，使用llm总结记忆 * update：增加统一非流式输出输出 * 增加意图识别内容，使用llm进行识别 * 初始化记忆模块 * 完善意图识别处理后的流程 * 通过使用function call实现意图识别 * update:优化意图识别的配置 * update:function call最优设置成doubao-pro-32k-functioncall-241028 --------- Co-authored-by: 玄凤科技 <eric230308@gmail.com> Co-authored-by: hrz <1710360675@qq.com>
34 lines
1.0 KiB
Python
34 lines
1.0 KiB
Python
from abc import ABC, abstractmethod
|
|
from typing import List, Dict
|
|
from config.logger import setup_logging
|
|
|
|
TAG = __name__
|
|
logger = setup_logging()
|
|
|
|
class IntentProviderBase(ABC):
|
|
def __init__(self, config):
|
|
self.config = config
|
|
self.intent_options = config.get("intent_options", {
|
|
"continue_chat": "继续聊天",
|
|
"end_chat": "结束聊天",
|
|
"play_music": "播放音乐"
|
|
})
|
|
|
|
def set_llm(self, llm):
|
|
self.llm = llm
|
|
logger.bind(tag=TAG).debug("Set LLM for intent provider")
|
|
|
|
@abstractmethod
|
|
async def detect_intent(self, dialogue_history: List[Dict]) -> str:
|
|
"""
|
|
检测用户最后一句话的意图
|
|
Args:
|
|
dialogue_history: 对话历史记录列表，每条记录包含role和content
|
|
Returns:
|
|
返回识别出的意图，格式为:
|
|
- "继续聊天"
|
|
- "结束聊天"
|
|
- "播放音乐 歌名" 或 "随机播放音乐"
|
|
"""
|
|
pass
|