Arjun Prabhulal - AI & Cloud Engineering Blog

Deep technical guides on AI Agents, RAG, LLMs, Google Cloud, and hands-on tutorials.

ADK Masterclass - 20 Free Modules

A comprehensive, hands-on series for building AI agents with Google's Agent Development Kit.

1. Getting Started - Introduction to ADK, environment setup, and your first agent.
2. Setting Up Agents - CLI, Web, and Programmatic setup methods.
3. Visual Agent Builder - Build agents without coding.
4. LLM Agents - Build intelligent, model-powered agents.
5. Workflow Agents - Sequential, Parallel, and Loop patterns.
6. Multi-Agent Systems - Agent orchestration and collaboration.
7. Built-in Tools - Google Search and Code Executor.
8. Vertex AI RAG - RAG Engine integration.
9. Vertex AI Search - Enterprise search integration.
10. Custom Function Tools - Build custom Python tools.
11. OpenAPI Tools - REST API integration.
12. Multi-Tool Agent - Combining multiple tools.
13. Third-Party MCP Tools - GitHub, Firecrawl integration.
14. MCP Toolbox for Databases - PostgreSQL database integration.
15. MCP Deep Dive - Model Context Protocol patterns.
16. Session, State & Memory - Conversation history and state management.
17. Context Management - Caching and compaction.
18. Callbacks - Intercepting agent behavior.
19. Artifacts - File and data handling.
20. Events - Event streaming and debugging.

Topics

Google ADK, AI Agents, RAG, LLMs, Gemini, Vertex AI, MCP, Model Context Protocol, Workflows, Multi-Agent Systems, Google Cloud, Function Calling, OpenAPI Tools

About

Hi, I'm Arjun Prabhulal — an AI & Cloud Engineer. I write about AI agents, RAG, LLMs, and cloud engineering. Follow on GitHub, Medium, LinkedIn.

Arjun Prabhulal - AI & Cloud Engineering Blog

ADK Masterclass - 20 Free Modules

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