Pengantar Snowflake Cortex dan Notebook

Pengantar Generative AI di Snowflake

James Cha-Earley

Senior Developer Advocate, Snowflake

Kenali instruktur Anda!

 

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James Cha-Earley

  • Senior Developer Advocate di Snowflake

 

Foto instruktur

Pengantar Generative AI di Snowflake

Snowflake Cortex

Snowflake Cortex AI

  • AI siap produksi di ujung jari kita
1 Image source: https://www.snowflake.com/en/product/features/cortex/
Pengantar Generative AI di Snowflake

Cortex AI

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  • Integrasi native di SQL, Python, dan notebook

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  • Dari eksperimen ke produksi dalam Snowflake

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  • Tata kelola, kebijakan, dan observabilitas bawaan

Ikon Logo Snowflake

Pengantar Generative AI di Snowflake

Data kursus

Kueri data kursus menampilkan 10 baris pertama - date, rating, description, hotel_name, city, country, dan language

Pengantar Generative AI di Snowflake

Mengkueri data

Deskripsi data kursus dengan kolom - date, rating, description, hotel_name, city, country, dan language - beserta tipe data

Pengantar Generative AI di Snowflake

Penyuntikan variabel Python

  • Buat variabel Python untuk disubstitusikan dalam kueri SQL

Membuat variabel Python bernama target_location, diberi nilai Cancun

Pengantar Generative AI di Snowflake

Penyuntikan variabel Python

Menyuntikkan variabel Python ke dalam kueri SQL

Pengantar Generative AI di Snowflake

Meringkas teks

from snowflake.cortex import summarize


review = """
I was very impressed with this hotel, especially the service.
They make you feel special and you feel like everything is possible. 
Special shout out to the Kidz Club staff. 
Our daughter is very picky and for the first time, she begged to go back there. 
They have a great supervision and they let the kids do fun activities
such as cooking classes and crafting. 
The food was really good (buffet offered a different choice everyday). 
The all-inclusive program is really worth the price, and the beach was beautiful!
"""
Pengantar Generative AI di Snowflake

Meringkas teks

result = summarize(text=review)

print(result)

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The hotel delivered excellent service with outstanding Kidz Club staff who engaged 
even picky children through supervised activities. The daily buffet offered good
variety, and the all-inclusive program plus beautiful beach provided great value.
Pengantar Generative AI di Snowflake

Cortex di sel SQL

Menjalankan summarize di sel SQL

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  • Tidak perlu import saat dijalankan di sel SQL

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  • Gunakan sel Python untuk merangkai beberapa fungsi
Pengantar Generative AI di Snowflake

Ayo berlatih!

Pengantar Generative AI di Snowflake

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