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Vertex AI Search and Conversation 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.
On this one-day course, we’ll show you how to harness the power of this innovative machine learning platform to create search engines and chat applications.
You’ll then explore how to successfully integrate these search engines and chat applications into your own applications. Finally, you learn how to manage the tools built in Vertex AI Search and Conversation in production.
This Vertex AI Agent Builder course is available as a private session and can be delivered via Virtual Classroom or at a location of your choice in South Africa.
Course overview
Who should attend:
This course is perfect for anyone looking to use Vertex AI as a platform for enterprise-ready generative AI applications.
What you'll learn:
By the end of this course, you will be able to:
- 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 Conversation
- Integrate Vertex AI Search and Conversation into your applications
- Create and share sample apps and databases
- Productionise search engines and chat applications created in Vertex AI Search and Conversation
Prerequisites
We recommend you first attend the Google Cloud Fundamentals: Core Infrastructure course before taking this session.
Course agenda
- Vertex AI
- Vertex AI Search and Conversation
- Example use cases
- Apps, engines and data stores
- Data preparation
- Creating a custom search engine
- Configuration options
- Dialogflow CX basic concepts
- Creating a chat app
- Options deploying conversational agents
- Refreshing data and schemas
- Security and DL
- Monitoring and logging
- Troubleshooting