Google AI In Action Bay Area - AlloyDB and Vertex AI Agent Builder

#### For faster check-in please register at https://rsvp.withgoogle.com/events/ai-in-action-bay_area

Important Note: To participate in the Codelab, it is required to bring your own laptop computer and power cable. The activities are designed for laptops and cannot be completed on a tablet or phone.

We'll take you on a technical journey through the creation of a knowledge-driven chat application designed to answer customer questions, guide product discovery, and tailor search results. This innovative solution combines the power of AlloyDB for data storage, an in-house analytics engine for contextual understanding, Gemini (Large Language Model) for relevance validation, and Google's Agent Builder for quickly bootstrapping an intelligent conversational assistant.
1:00pm - 1:30pm Check in and Networking

• Refreshments
• Opportunity to network with fellow developers and Google team members

1:30pm - 1:35pm Welcome & Kickoff

• Welcome and introduction
• Overview of the code lab objectives
• Introduction of facilitators and team members

1:35pm - 2:00pm Intro Presentation

2:00pm - 3:15pm Build a Smart Shopping Assistant with AlloyDB and Vertex AI Agent Builder - Part 1
During part one of this lab you will:

• Create an AlloyDB instance and load an ecommerce dataset
• Enable the pgvector and generative AI model extensions in AlloyDB
• Generate embeddings from the product description
• Perform real time Cosine similarity search for user search text
• Deploy the solution in serverless cloud run functions

3:15pm - 3:30pm Break

• Refreshments

3:30pm - 4:30pm Build a Smart Shopping Assistant with AlloyDB and Vertex AI Agent Builder - Part 2
During part two of this lab you will:

• Build a Vertex AI Agent Builder agent
• Integrate the AlloyDB tool with the agent

4:30pm - 4:45pm Closing remarks

• Additional resources and references
• Closing remarks

4:45pm - 5:45pm Q&A / Refreshments / Networking

• Refreshments and snacks
• Opportunity to network with fellow developers and Google team members

Important Note: To participate in the Codelab, it is required to bring your own laptop computer and power cable. The activities are designed for laptops and cannot be completed on a tablet or phone.