Course Details:
Vertex AI Agent Builder

Vertex AI Agent Builder lets developers, even those with limited machine learning skills, tap into the power of Google's foundation models, search expertise, and conversational AI technologies to create enterprise-grade generative AI applications. In this course, you learn how to use Vertex AI Agent Builder to create search engines and chat applications. You will then explore how to integrate these search engineers and chat applications into your own applications. Finally, you learn how to manage the tools built in Vertex AI Agent Builder in production.

Skills Gained

• Explore Vertex AI as a platform for enterprise-ready generative AI.
• Create a search engine using Vertex AI Search.
• Create a chat application by using Vertex AI Agents.
• Integrate Vertex AI Agent Builder into your applications.
• Productionize search engines and chat applications created in Vertex AI Agent Builder.

Outline

Introduction to Vertex AI Agent Builder

• Vertex AI
• Vertex AI Agent Builder
• Example use cases

Vertex AI Search

• Apps, engines and data stores
• Data preparation
• Creating a custom search engine
• Configuration options

Vertex AI Agents

• Options deploying conversational agents

Productionizing Vertex AI Agent Builder

• Refreshing data and schemas
• Security and DLP
• Monitoring and logging
• Troubleshooting