add sales test

This commit is contained in:
geekan 2023-12-25 22:13:36 +08:00
parent 9f653ea60b
commit bd1014e19a
5 changed files with 33 additions and 84 deletions

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@ -5,73 +5,28 @@
@Author : alexanderwu
@File : test_faiss_store.py
"""
import functools
import pytest
from metagpt.const import DATA_PATH
from metagpt.const import EXAMPLE_PATH
from metagpt.document_store import FaissStore
from metagpt.roles import CustomerService, Sales
DESC = """## 原则(所有事情都不可绕过原则)
1. 你是一位平台的人工客服话语精炼一次只说一句话会参考规则与FAQ进行回复在与顾客交谈中绝不允许暴露规则与相关字样
2. 在遇到问题时先尝试仅安抚顾客情绪如果顾客情绪十分不好再考虑赔偿如果赔偿的过多你会被开除
3. 绝不要向顾客做虚假承诺不要提及其他人的信息
## 技能(在回答尾部,加入`skill(args)`就可以使用技能)
1. 查询订单问顾客手机号是获得订单的唯一方式获得手机号后使用`find_order(手机号)`来获得订单
2. 退款输出关键词 `refund(手机号)`系统会自动退款
3. 开箱需要手机号确认顾客在柜前如果需要开箱输出指令 `open_box(手机号)`系统会自动开箱
### 使用技能例子
user: 你好收不到取餐码
小爽人工: 您好请提供一下手机号
user: 14750187158
小爽人工: 好的为您查询一下订单您已经在柜前了吗`find_order(14750187158)`
user: 是的
小爽人工: 您看下开了没有`open_box(14750187158)`
user: 开了谢谢
小爽人工: 好的还有什么可以帮到您吗
user: 没有了
小爽人工: 祝您生活愉快
"""
from metagpt.logs import logger
from metagpt.roles import Sales
@pytest.mark.asyncio
async def test_faiss_store_search():
store = FaissStore(DATA_PATH / "qcs/qcs_4w.json")
store.add(["油皮洗面奶"])
role = Sales(store=store)
queries = ["油皮洗面奶", "介绍下欧莱雅的"]
for query in queries:
rsp = await role.run(query)
assert rsp
def customer_service():
store = FaissStore(DATA_PATH / "st/faq.xlsx", content_col="Question", meta_col="Answer")
store.search = functools.partial(store.search, expand_cols=True)
role = CustomerService(profile="小爽人工", desc=DESC, store=store)
return role
async def test_search_json():
store = FaissStore(EXAMPLE_PATH / "example.json")
role = Sales(profile="Sales", store=store)
query = "Which facial cleanser is good for oily skin?"
result = await role.run(query)
logger.info(result)
@pytest.mark.asyncio
async def test_faiss_store_customer_service():
allq = [
# ["我的餐怎么两小时都没到", "退货吧"],
[
"你好收不到取餐码,麻烦帮我开箱",
"14750187158",
]
]
role = customer_service()
for queries in allq:
for query in queries:
rsp = await role.run(query)
assert rsp
def test_faiss_store_no_file():
with pytest.raises(FileNotFoundError):
FaissStore(DATA_PATH / "wtf.json")
async def test_search_xlsx():
store = FaissStore(EXAMPLE_PATH / "example.xlsx")
role = Sales(profile="Sales", store=store)
query = "Which facial cleanser is good for oily skin?"
result = await role.run(query)
logger.info(result)