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Vertex AI Agent Builder (VAISC)

Google Cloud
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.

Who should attend:
Application developers and others who wish to leverage Vertex AI Agent Builder for their applications.

Vertex AI Agent Builder (VAISC) Objectives

  • 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.

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Key Point of Training Programs

  • Vertex AI Agent Builder (VAISC) Outline

    Module 1 - Introduction to Vertex AI Agent Builder

    Topics:

    - Vertex AI
    - Vertex AI Agent Builder
    - Example use cases

    Objectives:

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

    Module 2 - Vertex AI Search

    Topics:

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

    Objectives:

    - 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 Search
    Lab: Grounding LLMs Using Vertex AI Search

    Module 3 - Vertex AI Agents

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

    Objectives:

    - 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

    Module 4 - Productionizing Vertex AI Agent Builder

    Topics:

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

    Objectives:

    - 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 Builder applications.

    Activities:

    Lab: Maintaining Search Engines using Vertex AI Search

  • Vertex AI Agent Builder (VAISC) Course Format

    Live Virtual Course

  • Vertex AI Agent Builder (VAISC) Prerequisites

    Google Cloud Fundamentals: Core Infrastructure (GCF-CI) or equivalent Google Cloud experience.

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