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