review = """
The property needs updating and management needs to hire more staff.
The staff does everything they can but it is not enough for the number of guests.
The rooms look old as well as everything in the bathrooms.
Definitely better options in the hotel zone.
"""
交给 Snowflake Cortex！
提取答案
from snowflake.cortex import extract_answer
response = extract_answer(
from_text=review,
question="What did the guest complain about?"
)
输出
print(response)
[
{
"answer": "Management needs to hire more staff.",
"score": 0.8013839254
}
]
分数范围：0 到 1
构建工作流
SELECT DESCRIPTION
FROM HOTELS.REVIEWS
WHERE RATING < 6
AND DATE = '2023-08-23';
SQL 输出
I will never book a vacation through Expedia not only did I pay over 5;000 dollars
but they false advertise the resort; in my reservation It clearly stated that
breakfast and dinner was included. When I got to the resort they informed me that
these issues have happed before with Expedia because the resort does not offer an
all exclusive. After flighting practically all day I called Expedia and they had me
on hold for 45min and nothing got resolved. I ended up spending over 1000.00 more
just on food. I am beyond me they are not only false advertising but refused to
take any responsibility on their part for the issues they caused me and my family. Again I will never chose Expedia to plan a vacation!!!
提出问题
negative_review = cell1.to_pandas()['DESCRIPTION'].iloc[0]
response = extract_answer(
from_text=negative_review,
question="What was the primary issue that the guest mentioned?"
)
print(response)
审查响应
[
{
"answer" : "Expedia falsely advertised that meals were included, but the
resort did not offer an all-inclusive package.",
"score": 0.75829312442
}
]
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