Hands-on training for smarter, safer innovation
Build Intelligent Multi-Agent AI Applications on Google Cloud
17.09.2026
09:00 - 16:00
Tech Park Conference Centre by Tech Zity
Antakalnio g. 17, Vilnius, 10312 Vilniaus m. sav., Lithuania
This one-day, instructor-led training takes engineers and AI practitioners deep into building production-grade agentic systems on Google Cloud. Participants will use the Google Agent Development Kit to build agents equipped with tools, then connect them through parent-child relationships and flows to create coordinated, multi-agent behavior – gaining hands-on experience with features like session memory, artifact storage, and callbacks along the way.
In the second part of the day, we go further – moving agents from local prototype to the cloud. Participants will deploy their multi-agent apps to Vertex AI Agent Engine as a fully managed, auto-scaling agentic flow, then query and evaluate them in real time. By the end, attendees will have built, deployed, and tested a working multi-agent application they can carry straight into their own projects.
Course Overview
This one-day, instructor-led training takes you deep into building and deploying complex, multi-agent AI systems on Google Cloud. Through a blend of theory and hands-on labs, you’ll use the Google Agent Development Kit to build agents equipped with tools, connect them through parent-child relationships and flows, and work with core features including session memory, artifact storage, and callbacks. You’ll then deploy your multi-agent applications to Vertex AI Agent Engine and learn to query and evaluate them as a fully managed, auto-scaling agentic flow.
By the end of the course, you’ll understand how to design, deploy, and evaluate production-grade multi-agent systems – letting Agent Engine handle the infrastructure decisions and resource scaling so you can focus on agent behavior.
Prerequisite:
This is an advanced course. Familiarity with Python, generative AI prompt engineering, and gen AI tool use will help you make the most of the day.
What You’ll Learn
By the end of this session, you will be able to:
Build an agent with tools using the Google Agent Development Kit.
Establish interaction patterns between multiple agents with parent-child relationships and flows.
Utilize features such as session memory, artifact storage, and callbacks.
Deploy a multi-agent app to Agent Engine.
Query an agent app running on Agent Engine.
Evaluate agents within the Agent Development Kit.
Sept 17, 2026
Tech Park Conference Centre by Tech Zity
Antakalnio g. 17, Vilnius, 10312 Vilniaus m. sav., Lithuania
09:00 - 16:00
Agenda
Module 01 – Get started with the Agent Development Kit
- Understand what the ADK is and how it compares to other tools like the Google Gen AI SDK and LangChain
- Learn the core parameters and building blocks for creating your first agent
- Includes hands-on lab
Module 02 – Empower Your Agents with Tools
- Equip agents with tools and learn why structured docstrings and typing matter when writing tool functions
- Explore the growing library of available tools, including LangChain integrations
- Includes hands-on lab
Break
Module 03 – Build Multi-Agent Systems
- Connect multiple agents through parent-child relationships and flows to coordinate responses across a system
- Work with directory structure and naming conventions, flow options, and callbacks to control content at key point
- Includes hands-on lab
LUNCH
Module 04 – Deploy Agents to Vertex AI Agent Engine
- See why Agent Engine beats self-hosting for multi-agent systems, with infrastructure and scaling handled for you
- Deploy your multi-agent app to the cloud and query it live as a managed agentic flow
- Includes hands-on lab
Break
Module 05 – Evaluate Your Agent Systems
- Evaluate agent performance directly within the ADK
- Use the web interface to review and interpret evaluation results