Module 9: Advanced Topics
Grounding, Artifacts, Skills, Callbacks
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Module 9: Advanced Topics
ADK’s advanced capabilities — search-enhanced generation, structured content output, preset skill mounting, and lifecycle hooks. For teams with products already in production.
Articles
| # | Article | Case | Status |
|---|---|---|---|
| 1 | Grounding: Search-Enhanced Generation | adk-go-advanced-grounding | 🔄 In Progress |
| 2 | Artifacts: Structured Content Generation | adk-go-advanced-artifacts | 🔄 In Progress |
| 3 | Skills for Agents: Agent Skill Extension | adk-go-advanced-skills | 🔄 In Progress |
| 4 | Callbacks & Plugins: Lifecycle Hooks | adk-go-advanced-callbacks | 🔄 In Progress |
Prerequisites
- Completed Module 8: A2A Protocol
- Understand A2A protocol and cross-language collaboration
Learning Objectives
After completing this module, you will:
- Use Grounding to reduce Agent hallucinations
- Generate structured content with Artifacts
- Mount preset skill modules for Agents
- Extend Agent behavior with Callbacks and Plugins
Learning Path
Complete these four articles in order before proceeding to the “Real-World Projects” module.
Grounding: Search-Enhanced Generation for More Reliable Answers
Detailed explanation of Grounding mechanism in ADK Go—using Google Search Grounding to let Agent answers based on real search results, reducing hallucinations.
May 30, 2026 · 1 min · 28 words · Mengshou Programming
