How to Code Agents with Google's NEW ADK

סקירה כללית

Discover the cutting-edge world of artificial intelligence with Google's new Agent Developer Kit (ADK). This comprehensive course, available on YouTube, guides you through the intricacies of building AI agents.

Dive into detailed workflows and explore practical code examples that enhance your understanding. Learn about configuring multiple agents to work seamlessly together, utilizing dynamic memory, and implementing Agent2Agent protocols.

Join us to advance your expertise in AI development and computational science.

Categories:

Artificial Intelligence Courses, Computer Science Courses

סילבוס

• Introduction to Google's Agent Developer Kit (ADK)
Overview of the ADK
Installation and setup
Key components and tools
• Building Basic AI Agents
Understanding agent architecture
Writing your first agent using ADK
Testing and debugging agents
• Exploring ADK Workflows
Workflow concepts in ADK
Creating effective workflows
Workflow management and optimization
• Code Examples and Best Practices
Analyzing sample code
Implementing best practices in agent coding
Debugging and refining agent code
• Multi-Agent Configurations
Setting up multi-agent systems
Communication between agents
Multi-agent collaboration and conflict resolution
• Dynamic Memory Management in Agents
Understanding dynamic memory in AI agents
Implementing memory mechanisms
Memory optimization for performance
• Agent2Agent Protocols
Introduction to Agent2Agent communications
Designing effective communication protocols
Security considerations in agent communication
• Advanced Topics in ADK
Customization and extending ADK capabilities
Integration with other AI tools and systems
Future directions and development in ADK
• Practical Projects and Applications
Project work: Designing a complete agent based system
Case studies and real-world applications
Presentations and peer review
• Conclusion and Next Steps
Recap of key concepts and skills
Resources for further learning
Future opportunities in AI agent development with ADK

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נושאים

Computer Science