Discover how to build a powerful Retrieval Augmented Generation (RAG) application that that changes the way you explore California’s wine country. Using the latest technologies from Fivetran and Google Cloud, this tutorial will guide you through the creation of a Gen AI-powered travel assistant that integrates structured data with advanced Gen AI capabilities.

The demo showcases the seamless integration of Fivetran’s data movement platform with Google Cloud BigQuery and Vertex AI. You’ll see how to quickly connect data from Google Cloud PostgreSQL to BigQuery with Fivetran, transform it into an LLM-friendly format, and utilize BigQuery, Vertex AI and Gradio to create an interactive user interface. This RAG-based Gen AI solution ensures that each response is tailored and relevant, combining private, bespoke data with extensive Gemini foundational knowledge to provide a unique journey through California’s wine regions and Kohlleffel Vineyards.

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