Build AI Agents Using Google ADK
Build AI agents with Google ADK. Learn agent anatomy, multi-agent collaboration, and workflow orchestration (sequential, parallel, and loops) to create, deploy, and evaluate agents.
- Build Production-Ready AI AgentsCreate and deploy scalable AI agents using Google ADK, ensuring they meet professional standards for reliability and performance.
- Implement Multi-Agent SystemsRefactor and design multi-agent architectures that efficiently delegate tasks and improve modularity in AI applications.
- Evaluate Agent PerformanceConduct thorough evaluations of AI agents, applying diverse testing criteria to ensure quality and factual accuracy in outputs.
- Design Efficient WorkflowsUtilize orchestration patterns to create reliable and maintainable workflows for complex multi-agent interactions.
Dr. Khayyam Hashmi is a seasoned computer scientist and Generative AI and Machine Learning specialist. As a researcher, educator, and the VP of Technical Content at Educative, he is dedicated to making complex computing concepts accessible for learners worldwide. With a PhD in Computer Science from Wayne State University and academic publications in service-oriented systems and intelligent computing, Khayyam excels at fusing an academic perspective with practical software engineering insights. Khayyam’s courses, writing, and research spans technical topics including adaptive AI systems, neural networks, Intelligent tutoring systems, and production-ready software design.
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What You'll Learn
- Set up the development environment for building AI agents using Google ADK and create your first functional agent.
- Design and implement a single-agent system that integrates multiple tools for complex tasks using Google ADK.
- Refactor a single-agent system into a multi-agent architecture, applying orchestration patterns for efficient task delegation.
- Evaluate AI agents using automated testing methods to ensure reliability and performance in production environments.
- Deploy AI agents built with Google ADK to Google Cloud Run, managing dependencies and creating scalable applications.
- Design structured workflows using orchestration patterns such as sequential, parallel, and loop workflows for multi-agent systems.
Learning Roadmap
2.
Foundations of Google ADK
Foundations of Google ADK
3.
Building the Research Assistant
Building the Research Assistant
3 Lessons
3 Lessons
4.
Evaluation and Deployment
Evaluation and Deployment
3 Lessons
3 Lessons
5.
Orchestrating Workflows
Orchestrating Workflows
4 Lessons
4 Lessons
6.
Exercise
Exercise
2 Lessons
2 Lessons
Khayyam Hashmi
Computer scientist and Generative AI and Machine Learning specialist. VP of Technical Content @ educative.io.
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