update:强化小智提示词

This commit is contained in:
hrz
2025-07-08 16:59:38 +08:00
parent beb7a191c1
commit ab890ada37
13 changed files with 726 additions and 116 deletions
+28 -6
View File
@@ -36,6 +36,7 @@ from config.config_loader import get_private_config_from_api
from core.providers.tts.dto.dto import ContentType, TTSMessageDTO, SentenceType
from config.logger import setup_logging, build_module_string, update_module_string
from config.manage_api_client import DeviceNotFoundException, DeviceBindException
from core.utils.prompt_manager import PromptManager
TAG = __name__
@@ -73,7 +74,6 @@ class ConnectionHandler:
self.headers = None
self.device_id = None
self.client_ip = None
self.client_ip_info = {}
self.prompt = None
self.welcome_msg = None
self.max_output_size = 0
@@ -149,6 +149,9 @@ class ConnectionHandler:
# {"mcp":true} 表示启用MCP功能
self.features = None
# 初始化提示词管理器
self.prompt_manager = PromptManager(config, self.logger)
async def handle_connection(self, ws):
try:
# 获取并验证headers
@@ -325,12 +328,15 @@ class ConnectionHandler:
self.config.get("selected_module", {})
)
update_module_string(self.selected_module_str)
"""初始化组件"""
"""快速初始化系统提示词"""
if self.config.get("prompt") is not None:
self.prompt = self.config["prompt"]
self.change_system_prompt(self.prompt)
user_prompt = self.config["prompt"]
# 使用快速提示词进行初始化
prompt = self.prompt_manager.get_quick_prompt(user_prompt)
self.change_system_prompt(prompt)
self.logger.bind(tag=TAG).info(
f"初始化组件: prompt成功 {self.prompt[:50]}..."
f"快速初始化组件: prompt成功 {prompt[:50]}..."
)
"""初始化本地组件"""
@@ -355,9 +361,22 @@ class ConnectionHandler:
self._initialize_intent()
"""初始化上报线程"""
self._init_report_threads()
"""更新系统提示词"""
self._init_prompt_enhancement()
except Exception as e:
self.logger.bind(tag=TAG).error(f"实例化组件失败: {e}")
def _init_prompt_enhancement(self):
# 更新上下文信息
self.prompt_manager.update_context_info(self, self.client_ip)
enhanced_prompt = self.prompt_manager.build_enhanced_prompt(
self.config["prompt"], self.device_id, self.client_ip
)
if enhanced_prompt:
self.change_system_prompt(enhanced_prompt)
self.logger.bind(tag=TAG).info("系统提示词已增强更新")
def _init_report_threads(self):
"""初始化ASR和TTS上报线程"""
if not self.read_config_from_api or self.need_bind:
@@ -758,8 +777,11 @@ class ConnectionHandler:
)
)
self.llm_finish_task = True
# 使用lambda延迟计算,只有在DEBUG级别时才执行get_llm_dialogue()
self.logger.bind(tag=TAG).debug(
json.dumps(self.dialogue.get_llm_dialogue(), indent=4, ensure_ascii=False)
lambda: json.dumps(
self.dialogue.get_llm_dialogue(), indent=4, ensure_ascii=False
)
)
return True
@@ -16,10 +16,11 @@ class IntentProvider(IntentProviderBase):
super().__init__(config)
self.llm = None
self.promot = ""
# 添加缓存管理
self.intent_cache = {} # 缓存意图识别结果
self.cache_expiry = 600 # 缓存有效期10分钟
self.cache_max_size = 100 # 最多缓存100个意图
# 导入全局缓存管理
from core.utils.cache.manager import cache_manager, CacheType
self.cache_manager = cache_manager
self.CacheType = CacheType
self.history_count = 4 # 默认使用最近4条对话记录
def get_intent_system_prompt(self, functions_list: str) -> str:
@@ -102,27 +103,6 @@ class IntentProvider(IntentProviderBase):
)
return prompt
def clean_cache(self):
"""清理过期缓存"""
now = time.time()
# 找出过期键
expired_keys = [
k
for k, v in self.intent_cache.items()
if now - v["timestamp"] > self.cache_expiry
]
for key in expired_keys:
del self.intent_cache[key]
# 如果缓存太大,移除最旧的条目
if len(self.intent_cache) > self.cache_max_size:
# 按时间戳排序并保留最新的条目
sorted_items = sorted(
self.intent_cache.items(), key=lambda x: x[1]["timestamp"]
)
for key, _ in sorted_items[: len(sorted_items) - self.cache_max_size]:
del self.intent_cache[key]
def replyResult(self, text: str, original_text: str):
llm_result = self.llm.response_no_stream(
system_prompt=text,
@@ -145,21 +125,16 @@ class IntentProvider(IntentProviderBase):
logger.bind(tag=TAG).debug(f"使用意图识别模型: {model_info}")
# 计算缓存键
cache_key = hashlib.md5(text.encode()).hexdigest()
cache_key = hashlib.md5((conn.device_id + text).encode()).hexdigest()
# 检查缓存
if cache_key in self.intent_cache:
cache_entry = self.intent_cache[cache_key]
# 检查缓存是否过期
if time.time() - cache_entry["timestamp"] <= self.cache_expiry:
cache_time = time.time() - total_start_time
logger.bind(tag=TAG).debug(
f"使用缓存的意图: {cache_key} -> {cache_entry['intent']}, 耗时: {cache_time:.4f}"
)
return cache_entry["intent"]
# 清理缓存
self.clean_cache()
cached_intent = self.cache_manager.get(self.CacheType.INTENT, cache_key)
if cached_intent is not None:
cache_time = time.time() - total_start_time
logger.bind(tag=TAG).debug(
f"使用缓存的意图: {cache_key} -> {cached_intent}, 耗时: {cache_time:.4f}"
)
return cached_intent
if self.promot == "":
functions = conn.func_handler.get_functions()
@@ -259,10 +234,7 @@ class IntentProvider(IntentProviderBase):
conn.dialogue.dialogue = clean_history
# 添加到缓存
self.intent_cache[cache_key] = {
"intent": intent,
"timestamp": time.time(),
}
self.cache_manager.set(self.CacheType.INTENT, cache_key, intent)
# 后处理时间
postprocess_time = time.time() - postprocess_start_time
@@ -272,10 +244,7 @@ class IntentProvider(IntentProviderBase):
return intent
else:
# 添加到缓存
self.intent_cache[cache_key] = {
"intent": intent,
"timestamp": time.time(),
}
self.cache_manager.set(self.CacheType.INTENT, cache_key, intent)
# 后处理时间
postprocess_time = time.time() - postprocess_start_time
@@ -51,13 +51,13 @@ class ServerPluginExecutor(ToolExecutor):
tools = {}
# 获取必要的函数
necessary_functions = ["handle_exit_intent", "get_time", "get_lunar"]
necessary_functions = ["handle_exit_intent", "get_lunar"]
# 获取配置中的函数
config_functions = self.config["Intent"][
self.config["selected_module"]["Intent"]
].get("functions", [])
# 转换为列表
if not isinstance(config_functions, list):
try:
+58
View File
@@ -0,0 +1,58 @@
"""
缓存配置管理
"""
from enum import Enum
from typing import Dict, Any, Optional
from dataclasses import dataclass
from .strategies import CacheStrategy
class CacheType(Enum):
"""缓存类型枚举"""
LOCATION = "location"
WEATHER = "weather"
LUNAR = "lunar"
INTENT = "intent"
IP_INFO = "ip_info"
CONFIG = "config"
DEVICE_PROMPT = "device_prompt"
@dataclass
class CacheConfig:
"""缓存配置类"""
strategy: CacheStrategy = CacheStrategy.TTL
ttl: Optional[float] = 300 # 默认5分钟
max_size: Optional[int] = 1000 # 默认最大1000条
cleanup_interval: float = 60 # 清理间隔(秒)
@classmethod
def for_type(cls, cache_type: CacheType) -> "CacheConfig":
"""根据缓存类型返回预设配置"""
configs = {
CacheType.LOCATION: cls(
strategy=CacheStrategy.TTL, ttl=None, max_size=1000 # 手动失效
),
CacheType.IP_INFO: cls(
strategy=CacheStrategy.TTL, ttl=86400, max_size=1000 # 24小时
),
CacheType.WEATHER: cls(
strategy=CacheStrategy.TTL, ttl=28800, max_size=1000 # 8小时
),
CacheType.LUNAR: cls(
strategy=CacheStrategy.TTL, ttl=2592000, max_size=365 # 30天过期
),
CacheType.INTENT: cls(
strategy=CacheStrategy.TTL_LRU, ttl=600, max_size=1000 # 10分钟
),
CacheType.CONFIG: cls(
strategy=CacheStrategy.FIXED_SIZE, ttl=None, max_size=20 # 手动失效
),
CacheType.DEVICE_PROMPT: cls(
strategy=CacheStrategy.TTL, ttl=None, max_size=1000 # 手动失效
),
}
return configs.get(cache_type, cls())
+216
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@@ -0,0 +1,216 @@
"""
全局缓存管理器
"""
import time
import threading
from typing import Any, Optional, Dict
from collections import OrderedDict
from .strategies import CacheStrategy, CacheEntry
from .config import CacheConfig, CacheType
class GlobalCacheManager:
"""全局缓存管理器"""
def __init__(self):
self._logger = None
self._caches: Dict[str, Dict[str, CacheEntry]] = {}
self._configs: Dict[str, CacheConfig] = {}
self._locks: Dict[str, threading.RLock] = {}
self._global_lock = threading.RLock()
self._last_cleanup = time.time()
self._stats = {"hits": 0, "misses": 0, "evictions": 0, "cleanups": 0}
@property
def logger(self):
"""延迟初始化 logger 以避免循环导入"""
if self._logger is None:
from config.logger import setup_logging
self._logger = setup_logging()
return self._logger
def _get_cache_name(self, cache_type: CacheType, namespace: str = "") -> str:
"""生成缓存名称"""
if namespace:
return f"{cache_type.value}:{namespace}"
return cache_type.value
def _get_or_create_cache(
self, cache_name: str, config: CacheConfig
) -> Dict[str, CacheEntry]:
"""获取或创建缓存空间"""
with self._global_lock:
if cache_name not in self._caches:
self._caches[cache_name] = (
OrderedDict()
if config.strategy in [CacheStrategy.LRU, CacheStrategy.TTL_LRU]
else {}
)
self._configs[cache_name] = config
self._locks[cache_name] = threading.RLock()
return self._caches[cache_name]
def set(
self,
cache_type: CacheType,
key: str,
value: Any,
ttl: Optional[float] = None,
namespace: str = "",
) -> None:
"""设置缓存值"""
cache_name = self._get_cache_name(cache_type, namespace)
config = self._configs.get(cache_name) or CacheConfig.for_type(cache_type)
cache = self._get_or_create_cache(cache_name, config)
# 使用配置的TTL或传入的TTL
effective_ttl = ttl if ttl is not None else config.ttl
with self._locks[cache_name]:
# 创建缓存条目
entry = CacheEntry(value=value, timestamp=time.time(), ttl=effective_ttl)
# 处理不同策略
if config.strategy in [CacheStrategy.LRU, CacheStrategy.TTL_LRU]:
# LRU策略:如果已存在则移动到末尾
if key in cache:
del cache[key]
cache[key] = entry
# 检查大小限制
if config.max_size and len(cache) > config.max_size:
# 移除最旧的条目
oldest_key = next(iter(cache))
del cache[oldest_key]
self._stats["evictions"] += 1
else:
cache[key] = entry
# 检查大小限制
if config.max_size and len(cache) > config.max_size:
# 简单策略:随机移除一个条目
victim_key = next(iter(cache))
del cache[victim_key]
self._stats["evictions"] += 1
# 定期清理过期条目
self._maybe_cleanup(cache_name)
def get(
self, cache_type: CacheType, key: str, namespace: str = ""
) -> Optional[Any]:
"""获取缓存值"""
cache_name = self._get_cache_name(cache_type, namespace)
if cache_name not in self._caches:
self._stats["misses"] += 1
return None
cache = self._caches[cache_name]
config = self._configs[cache_name]
with self._locks[cache_name]:
if key not in cache:
self._stats["misses"] += 1
return None
entry = cache[key]
# 检查过期
if entry.is_expired():
del cache[key]
self._stats["misses"] += 1
return None
# 更新访问信息
entry.touch()
# LRU策略:移动到末尾
if config.strategy in [CacheStrategy.LRU, CacheStrategy.TTL_LRU]:
del cache[key]
cache[key] = entry
self._stats["hits"] += 1
return entry.value
def delete(self, cache_type: CacheType, key: str, namespace: str = "") -> bool:
"""删除缓存条目"""
cache_name = self._get_cache_name(cache_type, namespace)
if cache_name not in self._caches:
return False
cache = self._caches[cache_name]
with self._locks[cache_name]:
if key in cache:
del cache[key]
return True
return False
def clear(self, cache_type: CacheType, namespace: str = "") -> None:
"""清空指定缓存"""
cache_name = self._get_cache_name(cache_type, namespace)
if cache_name not in self._caches:
return
with self._locks[cache_name]:
self._caches[cache_name].clear()
def invalidate_pattern(
self, cache_type: CacheType, pattern: str, namespace: str = ""
) -> int:
"""按模式失效缓存条目"""
cache_name = self._get_cache_name(cache_type, namespace)
if cache_name not in self._caches:
return 0
cache = self._caches[cache_name]
deleted_count = 0
with self._locks[cache_name]:
keys_to_delete = [key for key in cache.keys() if pattern in key]
for key in keys_to_delete:
del cache[key]
deleted_count += 1
return deleted_count
def _cleanup_expired(self, cache_name: str) -> int:
"""清理过期条目"""
if cache_name not in self._caches:
return 0
cache = self._caches[cache_name]
deleted_count = 0
with self._locks[cache_name]:
expired_keys = [key for key, entry in cache.items() if entry.is_expired()]
for key in expired_keys:
del cache[key]
deleted_count += 1
return deleted_count
def _maybe_cleanup(self, cache_name: str):
"""定期清理检查"""
config = self._configs.get(cache_name)
if not config:
return
now = time.time()
if now - self._last_cleanup > config.cleanup_interval:
self._last_cleanup = now
deleted = self._cleanup_expired(cache_name)
if deleted > 0:
self._stats["cleanups"] += 1
self.logger.debug(f"清理缓存 {cache_name}: 删除 {deleted} 个过期条目")
# 创建全局缓存管理器实例
cache_manager = GlobalCacheManager()
+43
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@@ -0,0 +1,43 @@
"""
缓存策略和数据结构定义
"""
import time
from enum import Enum
from typing import Any, Optional
from dataclasses import dataclass
class CacheStrategy(Enum):
"""缓存策略枚举"""
TTL = "ttl" # 基于时间过期
LRU = "lru" # 最近最少使用
FIXED_SIZE = "fixed_size" # 固定大小
TTL_LRU = "ttl_lru" # TTL + LRU混合策略
@dataclass
class CacheEntry:
"""缓存条目数据结构"""
value: Any
timestamp: float
ttl: Optional[float] = None # 生存时间(秒)
access_count: int = 0
last_access: float = None
def __post_init__(self):
if self.last_access is None:
self.last_access = self.timestamp
def is_expired(self) -> bool:
"""检查是否过期"""
if self.ttl is None:
return False
return time.time() - self.timestamp > self.ttl
def touch(self):
"""更新访问时间和计数"""
self.last_access = time.time()
self.access_count += 1
+7 -3
View File
@@ -1,4 +1,5 @@
import uuid
import re
from typing import List, Dict
from datetime import datetime
@@ -74,9 +75,12 @@ class Dialogue:
)
if system_message:
enhanced_system_prompt = (
f"{system_message.content}\n\n"
f"以下是用户的历史记忆:\n```\n{memory_str}\n```"
# 使用正则表达式匹配 <memory> 标签,不管中间有什么内容
enhanced_system_prompt = re.sub(
r"<memory>.*?</memory>",
f"<memory>\n{memory_str}\n</memory>",
system_message.content,
flags=re.DOTALL,
)
dialogue.append({"role": "system", "content": enhanced_system_prompt})
@@ -0,0 +1,219 @@
"""
系统提示词管理器模块
负责管理和更新系统提示词,包括快速初始化和异步增强功能
"""
import os
import cnlunar
from typing import Dict, Any
from config.logger import setup_logging
TAG = __name__
WEEKDAY_MAP = {
"Monday": "星期一",
"Tuesday": "星期二",
"Wednesday": "星期三",
"Thursday": "星期四",
"Friday": "星期五",
"Saturday": "星期六",
"Sunday": "星期日",
}
class PromptManager:
"""系统提示词管理器,负责管理和更新系统提示词"""
def __init__(self, config: Dict[str, Any], logger=None):
self.config = config
self.logger = logger or setup_logging()
self.base_prompt_template = None
self.last_update_time = 0
# 导入全局缓存管理器
from core.utils.cache.manager import cache_manager, CacheType
self.cache_manager = cache_manager
self.CacheType = CacheType
self._load_base_template()
def _load_base_template(self):
"""加载基础提示词模板"""
try:
template_path = "agent-base-prompt.txt"
cache_key = f"prompt_template:{template_path}"
# 先从缓存获取
cached_template = self.cache_manager.get(self.CacheType.CONFIG, cache_key)
if cached_template is not None:
self.base_prompt_template = cached_template
self.logger.bind(tag=TAG).debug("从缓存加载基础提示词模板")
return
# 缓存未命中,从文件读取
if os.path.exists(template_path):
with open(template_path, "r", encoding="utf-8") as f:
template_content = f.read()
# 存入缓存(CONFIG类型默认不自动过期,需要手动失效)
self.cache_manager.set(
self.CacheType.CONFIG, cache_key, template_content
)
self.base_prompt_template = template_content
self.logger.bind(tag=TAG).debug("成功加载基础提示词模板并缓存")
else:
self.logger.bind(tag=TAG).warning("未找到agent-base-prompt.txt文件")
except Exception as e:
self.logger.bind(tag=TAG).error(f"加载提示词模板失败: {e}")
def get_quick_prompt(self, user_prompt: str, device_id: str = None) -> str:
"""快速获取系统提示词(使用用户配置)"""
device_cache_key = f"device_prompt:{device_id}"
cached_device_prompt = self.cache_manager.get(
self.CacheType.DEVICE_PROMPT, device_cache_key
)
if cached_device_prompt is not None:
self.logger.bind(tag=TAG).debug(f"使用设备 {device_id} 的缓存提示词")
return cached_device_prompt
else:
self.logger.bind(tag=TAG).debug(
f"设备 {device_id} 无缓存提示词,使用传入的提示词"
)
# 使用传入的提示词并缓存(如果有设备ID)
if device_id:
device_cache_key = f"device_prompt:{device_id}"
self.cache_manager.set(self.CacheType.CONFIG, device_cache_key, user_prompt)
self.logger.bind(tag=TAG).debug(f"设备 {device_id} 的提示词已缓存")
self.logger.bind(tag=TAG).info(f"使用快速提示词: {user_prompt[:50]}...")
return user_prompt
def _get_current_time_info(self) -> tuple:
"""获取当前时间信息"""
from datetime import datetime
now = datetime.now()
current_time = now.strftime("%H:%M")
today_date = now.strftime("%Y-%m-%d")
today_weekday = WEEKDAY_MAP[now.strftime("%A")]
today_lunar = cnlunar.Lunar(now, godType="8char")
lunar_date = "%s%s%s\n" % (
today_lunar.lunarYearCn,
today_lunar.lunarMonthCn[:-1],
today_lunar.lunarDayCn,
)
return current_time, today_date, today_weekday, lunar_date
def _get_location_info(self, client_ip: str) -> str:
"""获取位置信息"""
try:
# 先从缓存获取
cached_location = self.cache_manager.get(self.CacheType.LOCATION, client_ip)
if cached_location is not None:
return cached_location
# 缓存未命中,调用API获取
from core.utils.util import get_ip_info
ip_info = get_ip_info(client_ip, self.logger)
city = ip_info.get("city", "未知位置")
location = f"{city}"
# 存入缓存
self.cache_manager.set(self.CacheType.LOCATION, client_ip, location)
return location
except Exception as e:
self.logger.bind(tag=TAG).error(f"获取位置信息失败: {e}")
return "未知位置"
def _get_weather_info(self, conn, location: str) -> str:
"""获取天气信息"""
try:
# 先从缓存获取
cached_weather = self.cache_manager.get(self.CacheType.WEATHER, location)
if cached_weather is not None:
return cached_weather
# 缓存未命中,调用get_weather函数获取
from plugins_func.functions.get_weather import get_weather
from plugins_func.register import ActionResponse
# 调用get_weather函数
result = get_weather(conn, location=location, lang="zh_CN")
if isinstance(result, ActionResponse):
weather_report = result.result
self.cache_manager.set(self.CacheType.WEATHER, location, weather_report)
return weather_report
return "天气信息获取失败"
except Exception as e:
self.logger.bind(tag=TAG).error(f"获取天气信息失败: {e}")
return "天气信息获取失败"
def update_context_info(self, conn, client_ip: str):
"""同步更新上下文信息"""
try:
# 获取位置信息(使用全局缓存)
local_address = self._get_location_info(client_ip)
# 获取天气信息(使用全局缓存)
self._get_weather_info(conn, local_address)
self.logger.bind(tag=TAG).info(f"上下文信息更新完成")
except Exception as e:
self.logger.bind(tag=TAG).error(f"更新上下文信息失败: {e}")
def build_enhanced_prompt(
self, user_prompt: str, device_id: str, client_ip: str = None
) -> str:
"""构建增强的系统提示词"""
if not self.base_prompt_template:
return user_prompt
try:
# 获取最新的时间信息(不缓存)
current_time, today_date, today_weekday, lunar_date = (
self._get_current_time_info()
)
# 获取缓存的上下文信息
local_address = ""
weather_info = ""
if client_ip:
# 获取位置信息(从全局缓存)
local_address = (
self.cache_manager.get(self.CacheType.LOCATION, client_ip) or ""
)
# 获取天气信息(从全局缓存)
if local_address:
weather_info = (
self.cache_manager.get(self.CacheType.WEATHER, local_address)
or ""
)
# 替换模板变量
enhanced_prompt = self.base_prompt_template.format(
base_prompt=user_prompt,
current_time=current_time,
today_date=today_date,
today_weekday=today_weekday,
lunar_date=lunar_date,
local_address=local_address,
weather_info=weather_info,
)
device_cache_key = f"device_prompt:{device_id}"
self.cache_manager.set(
self.CacheType.DEVICE_PROMPT, device_cache_key, enhanced_prompt
)
self.logger.bind(tag=TAG).info(
f"构建增强提示词成功,长度: {len(enhanced_prompt)}"
)
return enhanced_prompt
except Exception as e:
self.logger.bind(tag=TAG).error(f"构建增强提示词失败: {e}")
return user_prompt
+12
View File
@@ -96,11 +96,23 @@ def is_private_ip(ip_addr):
def get_ip_info(ip_addr, logger):
try:
# 导入全局缓存管理器
from core.utils.cache.manager import cache_manager, CacheType
# 先从缓存获取
cached_ip_info = cache_manager.get(CacheType.IP_INFO, ip_addr)
if cached_ip_info is not None:
return cached_ip_info
# 缓存未命中,调用API
if is_private_ip(ip_addr):
ip_addr = ""
url = f"https://whois.pconline.com.cn/ipJson.jsp?json=true&ip={ip_addr}"
resp = requests.get(url).json()
ip_info = {"city": resp.get("city")}
# 存入缓存
cache_manager.set(CacheType.IP_INFO, ip_addr, ip_info)
return ip_info
except Exception as e:
logger.bind(tag=TAG).error(f"Error getting client ip info: {e}")