{"id":34966801,"url":"https://github.com/arjunprabhulal/google-adk-masterclass","last_synced_at":"2026-04-22T18:32:52.077Z","repository":{"id":326481649,"uuid":"1099209051","full_name":"arjunprabhulal/google-adk-masterclass","owner":"arjunprabhulal","description":"Build AI agents with Google's Agent Development Kit (ADK). 20 modules from basics to advanced 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ADK Masterclass\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://arjunprabhulal.com/courses/adk-masterclass-hands-on-series/\"\u003e\n    \u003cimg src=\"https://arjunprabhulal.com/assets/images/blog/adk-masterclass-hands-on-series.png\" alt=\"ADK Masterclass\" width=\"400\"\u003e\n  \u003c/a\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003cstrong\u003e\u003ca href=\"https://arjunprabhulal.com/courses/adk-masterclass-hands-on-series/\"\u003eView Full Course\u003c/a\u003e\u003c/strong\u003e\n\u003c/p\u003e\n\n[![Course](https://img.shields.io/badge/Course-ADK%20Masterclass-blue)](https://arjunprabhulal.com/courses/adk-masterclass-hands-on-series/)\n[![ADK Docs](https://img.shields.io/badge/Docs-ADK-green)](https://google.github.io/adk-docs/)\n[![License](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)\n[![Twitter Follow](https://img.shields.io/twitter/follow/arjunprabhulal?style=social)](https://twitter.com/arjunprabhulal)\n\n## 📖 Overview\n\nBuild production-ready AI agents with Google's Agent Development Kit (ADK). This hands-on masterclass covers everything from basic setup to advanced topics like multi-agent systems, memory management, and custom integrations.\n\n**What this project offers:**\n\n- 📚 Step-by-step tutorials progressing from fundamentals to advanced techniques\n- 💻 Modular, ready-to-run code examples with minimal setup\n- 🏗️ Reference architectures for building real-world AI agent applications\n\n## ▶️ Demo\n\n\u003c!-- TODO: Replace with your demo GIF --\u003e\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"./assets/demo.gif\" alt=\"ADK Masterclass Demo\" width=\"600\"\u003e\n\u003c/p\u003e\n\n## 💡 Why This Exists\n\nLearn ADK through hands-on projects. Each module pairs concepts with working code, progressing from basics to advanced multi-agent patterns.\n\n## 🎯 Who Is This For\n\n| If you are... | This is for you |\n|---------------|-----------------|\n| 🆕 New to AI agents | Start from Module 1, learn foundations first |\n| 🔄 Coming from LangChain/CrewAI | Jump to Module 4+ for ADK-specific patterns |\n| 🏗️ Building production systems | Focus on Modules 16-20 for state, memory, events |\n| 🔧 Integrating tools/APIs | Modules 7-14 cover built-in and custom tooling |\n\n## ✨ Features\n\n- 📋 **Comprehensive curriculum** — 20 modules covering agents, workflows, tools, memory, and integrations\n- 🖥️ **Multiple interfaces** — CLI, Web UI, and programmatic approaches for every example\n- ⚙️ **Production patterns** — state management, callbacks, artifacts, and event streaming\n- 🔧 **Extensible tooling** — built-in tools, custom functions, OpenAPI, and MCP integrations\n- 📜 **MIT licensed** — free to use, modify, and deploy for personal or commercial projects\n\n## 📚 Modules\n\n### 🏁 Foundations\n| # | Topic | Description | Blog |\n|---|--------|-------------|------|\n| 01 | [Getting Started](./01-getting-started/) | Introduction to ADK, environment setup, first agent | [Read](https://arjunprabhulal.com/adk-getting-started/) |\n| 02 | [Setting Up Agents](./02-setting-up-agent/) | CLI, Web, and Programmatic setup methods | [Read](https://arjunprabhulal.com/adk-setting-up-agent/) |\n| 03 | [Visual Builder](./03-visual-builder/) | No-code agent building with Visual Builder | [Read](https://arjunprabhulal.com/google-adk-visual-agent-builder/) |\n\n### 🤖 Agent Types\n| # | Topic | Description | Blog |\n|---|--------|-------------|------|\n| 04 | [LLM Agents](./04-llm-agents/) | Building intelligent LLM-powered agents | [Read](https://arjunprabhulal.com/adk-llm-agents/) |\n| 05 | [Workflow Agents](./05-workflow-agents/) | Sequential, Parallel, and Loop patterns | [Read](https://arjunprabhulal.com/adk-workflow-sequential-loop-parallel/) |\n| 06 | [Multi-Agent Systems](./06-multi-agent-systems/) | Agent orchestration and collaboration | [Read](https://arjunprabhulal.com/adk-multi-agent-systems/) |\n\n### 🔧 Tools \u0026 Integrations\n| # | Topic | Description | Blog |\n|---|--------|-------------|------|\n| 07 | [Built-in Tools](./07-built-in-tools/) | Google Search, Code Executor | [Read](https://arjunprabhulal.com/adk-built-in-tools/) |\n| 08 | [Vertex AI RAG](./08-vertex-ai-rag/) | RAG Engine integration | [Read](https://arjunprabhulal.com/adk-builtin-tools-rag/) |\n| 09 | [Vertex AI Search](./09-vertex-ai-search/) | Enterprise search integration | [Read](https://arjunprabhulal.com/adk-builtin-tools-vertex-search/) |\n| 10 | [Custom Function Tools](./10-custom-function-tools/) | Building custom Python tools | [Read](https://arjunprabhulal.com/adk-custom-tools-function/) |\n| 11 | [OpenAPI Tools](./11-openapi-tools/) | REST API integration | [Read](https://arjunprabhulal.com/adk-custom-tools-openapi/) |\n| 12 | [Multi-Tool Agent](./12-multi-tool-agent/) | Combining multiple tools | [Read](https://arjunprabhulal.com/adk-multi-tool-agent/) |\n| 13 | [Third-Party MCP Tools](./13-third-party-mcp-tools/) | GitHub, Firecrawl integration | [Read](https://arjunprabhulal.com/adk-third-party-tools-github/) |\n| 14 | [MCP Toolbox for Databases](./14-mcp-toolbox/) | Database integration with MCP Toolbox | [Read](https://arjunprabhulal.com/adk-mcp-toolbox/) |\n\n### \u003cimg src=\"./assets/mcp-logo.png\" alt=\"MCP\" height=\"20\"\u003e Protocols\n| # | Topic | Description | Blog |\n|---|--------|-------------|------|\n| 15 | [Model Context Protocol](./15-mcp-deep-dive/) | MCP architecture and patterns | [Read](https://arjunprabhulal.com/adk-mcp-deep-dive/) |\n\n### ⚙️ Core Components\n| # | Topic | Description | Blog |\n|---|--------|-------------|------|\n| 16 | [Session, State \u0026 Memory](./16-sessions-state-memory/) | Conversation history and state management | [Read](https://arjunprabhulal.com/adk-sessions-state/) |\n| 17 | [Context Management](./17-context-management/) | Caching and compaction | [Read](https://arjunprabhulal.com/adk-context-management/) |\n| 18 | [Callbacks](./18-callbacks/) | Intercepting agent behavior | [Read](https://arjunprabhulal.com/adk-callbacks/) |\n| 19 | [Artifacts](./19-artifacts/) | File and data handling | [Read](https://arjunprabhulal.com/adk-artifacts/) |\n| 20 | [Events](./20-events/) | Event streaming and debugging | [Read](https://arjunprabhulal.com/adk-events/) |\n\n## 📋 Prerequisites\n\n**For most modules:**\n- Python 3.10+\n- Gemini API key from [AI Studio](https://aistudio.google.com/apikey)\n\n**For Vertex AI modules (08, 09, 18):**\n- See [GCP Setup Guide](./docs/GCP_SETUP.md) for detailed instructions\n\n## 🚀 Quick Start\n\n```bash\n# Clone the repository\ngit clone https://github.com/arjunprabhulal/google-adk-masterclass.git\ncd google-adk-masterclass\n\n# Set up environment\necho \"GOOGLE_API_KEY=your-api-key-here\" \u003e .env\n```\n\n### Option 1: Using uv (Recommended)\n\n```bash\n# Install uv if you haven't already\ncurl -LsSf https://astral.sh/uv/install.sh | sh\n\n# Create virtual environment and install dependencies\nuv venv \u0026\u0026 source .venv/bin/activate\nuv pip install -r requirements.txt\n\n# Run your first agent\ncd 01-getting-started\nadk web\n```\n\n### Option 2: Using pip\n\n```bash\n# Create virtual environment\npython -m venv .venv\nsource .venv/bin/activate  # On Windows: .venv\\Scripts\\activate\n\n# Install dependencies\npip install -r requirements.txt\n\n# Run your first agent\ncd 01-getting-started\nadk web\n```\n\n## 🔗 Resources\n\n- [ADK Documentation](https://google.github.io/adk-docs/)\n- [ADK GitHub Repository](https://github.com/google/adk-python)\n- [Course Homepage](https://arjunprabhulal.com/courses/adk-masterclass-hands-on-series/)\n- [Author's Blog](https://arjunprabhulal.com/)\n\n## 🤝 Contributing\n\nContributions are welcome! Whether it's:\n\n- 🐛 Bug fixes\n- 📝 Documentation improvements\n- 💡 New module suggestions\n- 🌟 Sharing your projects built with this masterclass\n\nPlease open an issue first to discuss what you'd like to change.\n\n## 👤 Author\n\n**Arjun Prabhulal**\n- 🌐 Website: [arjunprabhulal.com](https://arjunprabhulal.com)\n- 💻 GitHub: [@arjunprabhulal](https://github.com/arjunprabhulal)\n- 🐦 Twitter: [@arjunprabhulal](https://twitter.com/arjunprabhulal)\n\n## 📄 License\n\nThis project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.\n\n---\n\n\u003cp align=\"center\"\u003e\n  ⭐ If you find this helpful, please star this repository and share with others!\n\u003c/p\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farjunprabhulal%2Fgoogle-adk-masterclass","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Farjunprabhulal%2Fgoogle-adk-masterclass","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farjunprabhulal%2Fgoogle-adk-masterclass/lists"}