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T-VAISC-IOfficial Google Curriculum

Vertex AI Agent Builder

1 dayILTIntermediateLoading...

Overview

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.

What You'll Learn

  • 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.

Who Should Attend

Customers

Prerequisites

Google Cloud Fundamentals: Core Infrastructure or equivalent Google Cloud experience.

Products Covered

Vertex AIVertex AI Agent BuilderVertex AI Conversation

Course Modules

1

Introduction to Vertex AI Agent Builder

Topics

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

Learning Outcomes

  • Explore Vertex AI as a platform for enterprise-ready generative AI.
  • Describe example use cases of Vertex AI Agent Builder.
2

Vertex AI Search

Topics

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

Learning Outcomes

  • Understand the main concepts of apps, engines, and data stores.
  • Create a search engine using Vertex AI Search.
  • Configure and integrate custom search engines.

Activities

Lab: Integrate Search in Applications Using Vertex AI SearchLab: Grounding LLMs Using Vertex AI Search
3

Vertex AI Agents

Topics

  • Dialogflow CX basic concepts
  • Creating a chat app
  • Options deploying conversational agents

Learning Outcomes

  • Understand the basic concepts of data store agents and Dialogflow CX.
  • Create a chat application by using Vertex AI Agents.

Activities

Lab: Create a Generative Chat App with Vertex AI Agents
4

Productionizing Vertex AI Agent Builder

Topics

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

Learning Outcomes

  • Manage changing data and schemas in data stores.
  • Explain security features of Vertex AI Agent Builder.
  • Use monitoring and logging for Vertex AI Agent Builder apps.
  • Troubleshoot Vertex AI Agent Builder applications.

Activities

Lab: Maintaining Search Engines Using Vertex AI Search

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Course Details

Course Code
T-VAISC-I
Duration
1 day
Format
ILT
Level
Intermediate
Hands-on Labs
3
Modules
4
Activities
3
Price
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