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tw/core/agent_tools.py
2026-03-06 14:25:10 +08:00

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import logging
import asyncio
from datetime import datetime
from typing import List, Optional, Dict, Any
from pydantic import BaseModel, Field
from pydantic_ai import RunContext
from core.schema import StandardResponse
from services.dispatch_service import dispatch_service
from db.chat_log_db import get_conversation
logger = logging.getLogger("cs_agent")
async def transfer_to_human_tool(ctx: RunContext[Any], reason: str = Field(description="转人工的原因")) -> str:
"""
【核心工具】执行转人工逻辑。
获取设计师姓名并生成精准转接指令。
"""
logger.info(f"[Tool] 尝试呼叫设计师接手: {reason}")
designer_name = await dispatch_service.assign_designer()
if designer_name:
magic_cmd = f"正在为您转接|[转移会话],{designer_name},无原因"
logger.info(f"[Tool] 成功呼叫设计师: {designer_name}")
return magic_cmd
else:
hour = datetime.now().hour
logger.warning(f"[Tool] 派单失败:设计师们不在位 (当前{hour}点)")
if 0 <= hour < 9:
return "ERROR_DESIGNER_NOT_STARTED现在设计师还没上班你告诉客户需求记下了上班后第一时间处理。不要说下班。"
elif 22 <= hour or hour < 1:
return "ERROR_DESIGNER_OFFLINE设计师已下班你告诉客户需求记下了明天第一时间回复。"
else:
return "ERROR_DESIGNER_BUSY设计师暂时不在位你告诉客户稍等马上帮忙联系设计师。不要说下班。"
async def check_order_status_tool(ctx: RunContext[Any], customer_id: str = Field(description="客户ID")) -> str:
"""查询订单状态。"""
return "我在帮你加急处理中,稍等哈。"
async def lookup_chat_history_tool(
ctx: RunContext[Any],
customer_id: str = Field(description="客户ID从当前对话上下文中获取"),
num_messages: int = Field(default=30, description="要查询的历史消息条数默认30条"),
) -> str:
"""
【历史记录查询工具】查询该客户的历史聊天记录。
使用场景:
- 客户说"之前聊过""上次""你看聊天记录""我发过图了"等暗示有历史对话时
- 客户第二次来访、追问进度、催单时
- 你不确定客户之前是否发过图或说过需求时
必须先调用此工具回顾历史,再回复客户,避免重复要求客户发图。
"""
logger.info(f"[Tool] 查询历史记录: customer_id={customer_id}, limit={num_messages}")
try:
rows = await asyncio.to_thread(get_conversation, customer_id, limit=num_messages)
if not rows:
return f"该客户({customer_id})暂无历史聊天记录。"
lines = []
has_images = False
customer_needs = []
for r in rows:
role = "客户" if r["direction"] == "in" else "客服"
ts = str(r.get("timestamp", ""))
msg = r.get("message", "")
line = f"[{ts}] {role}{msg}"
lines.append(line)
if r["direction"] == "in":
if "已收到" in msg and "" in msg:
has_images = True
if any(k in msg for k in ["找原图", "修复", "高清", "去背景", "抠图", "做衣服", "打印"]):
customer_needs.append(msg[:60])
summary_parts = [f"{len(rows)}条历史消息。"]
if has_images:
summary_parts.append("⚠️ 客户之前已经发过图片!不要再让客户发图!")
if customer_needs:
summary_parts.append(f"客户曾表达的需求:{''.join(customer_needs[:3])}")
summary = " ".join(summary_parts)
history_text = "\n".join(lines[-30:])
return f"【历史记录摘要】{summary}\n\n【详细记录】\n{history_text}"
except Exception as e:
logger.error(f"[Tool] 查询历史记录失败: {e}")
return f"查询历史记录失败: {e}"
def register_agent_tools(agent: Any):
"""注册工具"""
agent.tool(transfer_to_human_tool)
agent.tool(check_order_status_tool)
agent.tool(lookup_chat_history_tool)
logger.info("[Agent] 工具箱已更新:含转人工、订单查询、历史记录查询。")