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Summarize Text using SQL and LLMs in BigQuery ML

By External Provider

Price

Free

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Level

BEGINNER

Duration

1 h

About this course

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will explore how to perform summarization of source code from GitHub repos and identification of the language of programming in the repo, using Vertex AI Large Language Model (LLM) for text generation.

What you will learn

  • Create a BigQuery dataset to contain a model.
  • Create a BigQuery model that hosts the Vertex AI PaLM API as a remote function
  • Create an external connection to establish the connection between BigQuery and Vertex AI.