Create a RAG Application with BigQuery

About this course

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you learn how to create a RAG pipeline from embeddings, vector search, to generation with Gemini in BigQuery.

What you will learn

• Create a source connection and grant IAM permissions.
• Generate embeddings and convert text data to vector embeddings and Search the vector space and retrieve similar items.
• Generate an improved answer by augmenting Gemini with the search results.