Google Codelab, "Building AI Agents with Vertex AI," offers a practical, hands-on introduction to designing, building, and deploying intelligent AI agents using Google Cloud's Vertex AI platform. Participants are guided step-by-step through essential concepts, including agent architecture, workflow automation, and integration with cloud-based machine learning models. The codelab emphasizes best practices for developing scalable, efficient, and robust agents, equipping learners with real-world skills to leverage Vertex AI tools for dynamic business and technical solutions. Ideal for developers, data scientists, and technical professionals, this codelab enables users to quickly prototype and implement agentic AI workflows on a state-of-the-art cloud platform.
What you get
Step-by-Step Guidance
Provides clear, practical instructions for building and deploying AI agents using Vertex AI, suitable for beginners and experienced users alike.
Hands-On Learning
Features interactive exercises and real code samples to help you practice designing agent workflows, integrating data, and utilizing machine learning models.
Workflow Automation
Teaches how to automate tasks and processes by leveraging intelligent agent architectures on Google Cloud’s advanced AI platform.
Cloud-Scale Integration
Demonstrates best practices for securely deploying, scaling, and managing AI agents using Vertex AI’s robust, enterprise-ready infrastructure.
Benefits of Using the "Building AI Agents with Vertex AI" Codelab:
Hands-On Experience: Gain practical skills by building real AI agents step by step, boosting your confidence and understanding.
Accelerated Learning: Quickly grasp complex agent architecture and deployment concepts with guided, easy-to-follow tutorials.
Improved Productivity: Learn to automate workflows and leverage Google Cloud’s advanced AI tools to solve real-world business and technical challenges.
Cloud Proficiency: Develop expertise in deploying and managing AI agents on Vertex AI’s secure, scalable cloud platform—a valuable skill for modern tech roles.
Best Practices: Discover industry-recommended methods for designing, integrating, and scaling AI-powered solutions efficiently and reliably.
Community & resources
Generative AI on Google Cloud: https://cloud.google.com/ai/generative-ai
AI Agents Concepts: https://cloud.google.com/dialogflow/cx/docs/concept/playbook
Gemini Code Assist: https://codeassist.google/products/business