Building a Gen AI travel assistant with Fivetran, Google BigQuery, & Vertex AI
October 23, 2024
9AM - 10:30AM PDT
Virtual
Kelly Kohlleffel
Bruce Sandell
Juan Bustos
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In this interactive, 90-minute hands-on lab you’ll learn how to construct a powerful Gen AI travel assistant on Google Cloud. Leveraging the robust data movement capabilities of Fivetran, the scalable data warehouse of BigQuery, and the cutting-edge AI tools of Vertex AI, you'll learn how to:
- Ingest and transform data: Connect a relational database to Fivetran to extract, normalize, and load data, then transform and enrich it in BigQuery for optimal LLM usage.
- Build a custom front end: Create a custom interface that utilizes Gemini as a Foundation Model, BigQuery for RAG and Google Search for grounding.
- Test your UI: See the differences in prompts with and without RAG and Grounding and test your new Gen AI application’s ability to answer questions about travel destinations, accommodations, activities, and more.
Kelly Kohlleffel
Bruce Sandell
Juan Bustos
Kelly Kohlleffel
Bruce Sandell
Juan Bustos
In this interactive, 90-minute hands-on lab you’ll learn how to construct a powerful Gen AI travel assistant on Google Cloud. Leveraging the robust data movement capabilities of Fivetran, the scalable data warehouse of BigQuery, and the cutting-edge AI tools of Vertex AI, you'll learn how to:
- Ingest and transform data: Connect a relational database to Fivetran to extract, normalize, and load data, then transform and enrich it in BigQuery for optimal LLM usage.
- Build a custom front end: Create a custom interface that utilizes Gemini as a Foundation Model, BigQuery for RAG and Google Search for grounding.
- Test your UI: See the differences in prompts with and without RAG and Grounding and test your new Gen AI application’s ability to answer questions about travel destinations, accommodations, activities, and more.