🧠 The AI × Human Cookbook
Comprehensive frameworks for building with AI - from HUB
🌐 curations.org | Part of the HUB ecosystem
Welcome to The AI × Human Cookbook - your comprehensive guide to building intelligent AI agents, advanced prompting techniques, and business strategies. This collection takes you from essential concepts to production-level implementation, all grounded in HUB’ philosophy of greater good creativity.
10 comprehensive frameworks:
- 5 AI Development & Advanced Prompting frameworks
- 5 Business & Brand Strategy frameworks
🎯 Learning Paths
Section titled “🎯 Learning Paths”🌟 Foundations
Section titled “🌟 Foundations”Essential building blocks for AI agent development
- Introduction to Interoperability - MCP & A2A protocols
- Model Garden & Foundation Models - Discover and deploy AI models
- Memory Management - Building context-aware agents
🔍 RAG & Knowledge Systems
Section titled “🔍 RAG & Knowledge Systems”Grounding agents with intelligent retrieval
- RAG Fundamentals - Retrieval-Augmented Generation basics
- Agentic RAG - Active reasoning in knowledge search
- GraphRAG - Relationship-based knowledge graphs
- Grounding Techniques - Advanced grounding strategies
🤖 Agent Development
Section titled “🤖 Agent Development”Building sophisticated AI agents
- Agent Development Kits (ADK) - Toolkit fundamentals
- Agent Types - Sequential, Parallel, Loop, and Custom
- Agent Models & Contracts - API design patterns
- Defining LLM Agents - Step-by-step guide
🛠️ Tools & Integration
Section titled “🛠️ Tools & Integration”Connecting agents to the world
- Model Context Protocol (MCP) - Standardized content delivery
- Agent2Agent Protocol (A2A) - Inter-agent communication
- Tool Ecosystems - LangChain, LlamaIndex, CrewAI
- AI Agent Engines - Production deployment
🚀 Advanced Topics
Section titled “🚀 Advanced Topics”Taking your agents to the next level
- Multi-Agent Systems - Orchestration patterns
- Evaluation & Testing - Agent quality assurance
- Production Deployment - Scaling in production
📚 How to Use This Cookbook
Section titled “📚 How to Use This Cookbook”Each section is designed to be:
- Practical: Learn by doing with real-world examples
- Progressive: Build on previous concepts naturally
- Flexible: Jump to topics that interest you most
🎨 Creative Learning Labels
Section titled “🎨 Creative Learning Labels”Throughout this cookbook, you’ll encounter:
- 🌱 Seedling - Foundational concepts for beginners
- 🌿 Growing - Intermediate patterns and practices
- 🌳 Flourishing - Advanced techniques for experts
- 💡 Insight - Key takeaways and best practices
- ⚡ Quick Win - Immediate actionable tips
- 🔬 Deep Dive - Detailed technical explorations
🤝 Human × AI Collaboration
Section titled “🤝 Human × AI Collaboration”This cookbook celebrates the synergy between human creativity and AI capabilities, core to HUB’ mission. As you learn, remember:
- AI agents augment human intelligence
- Creativity comes from thoughtful design
- Best results emerge from collaboration
- Every framework should serve the greater good
Learn more about HUB: About HUB | Meet The Curators
🚀 Getting Started
Section titled “🚀 Getting Started”Start with Introduction to Interoperability to understand the foundation of modern AI agent systems.
📖 Additional Resources
Section titled “📖 Additional Resources”Beyond the technical frameworks, explore:
- Advanced Prompting Techniques - Meta-prompting, chain-of-thought, and more
- Business & Brand Frameworks - Quantum Brand, AI Discovery, Creator Engine
- HUB Services - Professional implementation and collaboration
- The Curators - Specialized AI personas for different domains
Built with ❤️ by HUB for learners who want to master AI × Human collaboration