Building your first AI Agent - Google Agent Development Kit for Beginners (Part 1)

👉🏽 Ready to build sophisticated AI agents without the headache? Google's new Agent Development Kit (ADK) makes creating complex multi-agent systems significantly easier!

In this hands-on tutorial (Part 1 of our series), we dive into the core of Google ADK. You'll learn how to define different types of AI agents and orchestrate them to work together seamlessly using the powerful Sequential Agent pattern.

We'll build a practical "Marketing Campaign Assistant" agent from scratch, demonstrating how specialized sub-agents (like a Market Researcher, Ad Copy Writer, etc.) can collaborate in a defined workflow to achieve a larger goal.

See exactly how the agent executes! We'll show you how to run your agent locally using the ADK CLI and visualize its step-by-step execution flow and state changes with the intuitive adk web development UI – making debugging and understanding agent behavior incredibly simple.

If you're a developer looking to build advanced AI applications with more control and less complexity, this tutorial is for you!

What you'll learn in this video:
👉🏽 What Google Agent Development Kit (ADK) is.
👉🏽 Understanding different types of AI agents (focus on LLM Agents and Workflow Agents like Sequential Agent).
👉🏽 Designing a multi-agent architecture for a practical task (Marketing Campaign Assistant).
👉🏽 Implementing agents and workflows in Python using the ADK core.
👉🏽 Running and interacting with your agent locally using the ADK CLI.
👉🏽 Visualizing agent execution and debugging with the ADK Web UI.

Stay tuned for Part 2, where we'll show you how to take this agent core and deploy it on Google Cloud!

Resources:
Get the Code: https://github.com/AhsanAyaz/ai-agents-google-adk
Explore Google ADK Documentation: https://google.github.io/adk-docs/
Subscribe for Part 2 and More AI Content: https://blog.codewithahsan.dev/#/portal/signup

Let me know what you think of Google ADK and what AI agents you're excited to build in the comments below!

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Timeline:
00:00 - Introduction
00:45 - What is Google Agent Development Kit (ADK)?
01:32 - How would our Agentic AI team look like?
03:14 - Different kinds of agents in Google ADK
05:20 - Set up python environment and install dependencies
07:15 - Building our first AI Agent with Google ADK
08:38 - Configuring Google Gemini & using API key
09:35 - Creating a single AI agent
15:30 - Visualize and interaction with the AI Agents using adk web
16:40 - Run a simple marketing campaign task with AI
19:48 - Build multiple agents and orchestrate them
26:08 - Outro

Видео Building your first AI Agent - Google Agent Development Kit for Beginners (Part 1) канала Code with Ahsan