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Agentic AI Modules

🎯

Foundations

Level 1
  • What is Agentic AI?
  • Agents vs Simple LLM Apps
  • Evolution of AI Agents
  • Anatomy of an Agent
  • Core Agent Capabilities
  • Current Limitations
  • Key Terminology & Concepts
  • The Agentic AI Ecosystem
  • Use Cases Overview
  • Your First Agent Demo
🛠️

Tool Use

Level 2
  • Tool Calling Basics
  • Function Schemas & Definitions
  • Tool Selection Strategies
  • Tool Execution & Results
  • Building Custom Tools
  • Tool Composition Patterns
  • Error Handling in Tools
  • Tool Libraries & Registries
  • Parallel Tool Calling
  • Interactive Tool Playground
🧭

Planning

Level 3
  • Planning Fundamentals
  • Task Decomposition
  • Chain of Thought
  • ReAct Pattern (Reason + Act)
  • Plan-and-Execute Framework
  • Replanning & Adaptation
  • Goal-Oriented Planning
  • Constraint Handling
  • Planning Under Uncertainty
  • Planning Strategy Simulator
🧠

Memory

Level 4
  • Types of Agent Memory
  • Short-Term Memory
  • Long-Term Memory Storage
  • Semantic Memory
  • Episodic Memory
  • Vector Databases for Memory
  • Memory Retrieval Strategies
  • Memory Consolidation
  • Managing Context Windows
  • Interactive Memory Demo
⚙️

Frameworks

Level 5
  • Framework Landscape
  • LangChain Agents
  • LangGraph for Workflows
  • AutoGen Framework
  • CrewAI Basics
  • Microsoft Semantic Kernel
  • Haystack Agents
  • Building Your Own Framework
  • Framework Comparison
  • Choosing the Right Framework
👥

Multi-Agent

Level 6
  • Introduction to Multi-Agent Systems
  • Agent Communication Protocols
  • Agent Coordination Patterns
  • Hierarchical Agent Systems
  • Collaborative Agent Teams
  • Agent Roles & Specialization
  • Consensus in Multi-Agent Systems
  • Agent Negotiation
  • Swarm Intelligence
  • Multi-Agent Simulator
🎼

Orchestration

Level 7
  • Orchestration Basics
  • Workflow Design Patterns
  • State Machines for Agents
  • Graph-Based Workflows
  • Event-Driven Agents
  • Human-in-the-Loop Systems
  • Approval & Review Workflows
  • Workflow Monitoring
  • Error Recovery Strategies
  • Interactive Workflow Builder
🛡️

Safety

Level 8
  • Agent Safety Introduction
  • Implementing Guardrails
  • Constraint Systems
  • Permission & Access Models
  • Policy Engines
  • Risk Assessment
  • Agent Alignment Strategies
  • Audit Logging & Traceability
  • Ethical Considerations
  • Safety Testing Sandbox
📊

Evaluation

Level 9
  • Introduction to Agent Evaluation
  • Task Success Metrics
  • Agent Benchmarking
  • Reliability Testing
  • Cost Optimization
  • Latency & Performance
  • User Experience Metrics
  • Deployment Strategies
  • Monitoring & Observability
  • Production Readiness Checklist
🚀

Advanced

Level 10
  • Advanced Reasoning Techniques
  • Self-Improving Agents
  • Meta-Learning for Agents
  • Simulation Environments
  • Agent Marketplaces
  • Autonomous Research Agents
  • Code-Writing Agents
  • Cross-Domain Agents
  • Future of Agentic AI
  • Capstone: Build Your Agent