YoVDO

Virtual FAQ with data store agents

Offered By: Google via Google Cloud Skills Boost

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Vertex AI Courses Machine Learning Courses Google Cloud Platform (GCP) Courses Generative AI Courses Data Integration Courses Conversational AI Courses

Course Description

Overview

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In this course, you will learn how to develop a generative agent capable of answering questions from websites, documents, and/or unstructured data.

Syllabus

  • Introduction to Vertex AI Search, and Conversation and Gen AI agents
    • What is Vertex AI?
    • Data store agents and its advantages
    • Good use cases for data store agents
    • High level overview of data store agent implementation
    • Introduction to Vertex AI Search and Conversation and data store agents Quiz
  • Scope and design
    • Scope and design
    • Scope and design Quiz
  • Build
    • Data store types
    • Data sources
    • Connecting a data store to an agent
    • Add personalization
    • Build Quiz
  • Testing
    • How to create the evaluation set
    • Using a rating scale
    • Creating and executing a test plan
    • Types of testing
    • Testing Quiz
  • Deployment and post-deployment monitoring and optimization
    • Deployment and post-deployment monitoring and optimization
    • Deployment & Ongoing Optimization Quiz
  • Common issues and troubleshooting
    • Common issues and troubleshooting
    • Common errors and troubleshooting Quiz
    • Generative Chat App with Vertex AI Agent Builder and Dialogflow
  • Additional Resources
    • Additional Resources
  • Your Next Steps
    • Course Badge

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