AI & ML

Agentic AI with .NET Tutorial

The complete Agentic AI with .NET learning path for Toolliyo: agent foundations, Semantic Kernel plugins and planners, Microsoft.Extensions.AI, AutoGen, MCP, RAG memory, tool calling, multi-agent orchestration, ASP.NET Core integration, governance, observability, and ten portfolio AgentVerse projects. Every lesson includes minimum two enterprise real-world examples.

Prerequisites: C# Programming Tutorial, ASP.NET Core Tutorial, Prompt Engineering Tutorial

120 lessons 309 views Beginner to Advanced Free
Start lesson 1
Agentic AI with .NET Tutorial tutorial

Course contents

Module 1: Agentic AI Foundations

1 Introduction to Agentic AI — Complete Guide 9 min 2 AI Agents vs Chatbots — Complete Guide 9 min 3 Types of AI Agents — Complete Guide 9 min 4 Autonomous AI Systems — Complete Guide 9 min 5 AI Agent Architecture — Complete Guide 9 min 6 AI Planning Systems — Complete Guide 9 min 7 AI Memory Systems — Complete Guide 9 min 8 AI Tool Calling — Complete Guide 9 min 9 Multi-Agent Systems — Complete Guide 9 min 10 AI Workflow Orchestration — Complete Guide 9 min

Module 2: Semantic Kernel Fundamentals

11 Introduction to Semantic Kernel — Complete Guide 9 min 12 Kernel Architecture — Complete Guide 9 min 13 Semantic Functions — Complete Guide 9 min 14 Native Functions — Complete Guide 9 min 15 Prompt Templates — Complete Guide 9 min 16 Plugins — Complete Guide 9 min 17 Skills — Complete Guide 9 min 18 AI Memory — Complete Guide 9 min 19 Semantic Kernel Planners — Complete Guide 9 min 20 Enterprise AI Orchestration — Complete Guide 9 min

Module 3: Microsoft AI Extensions

21 Microsoft.Extensions.AI — Complete Guide 9 min 22 AI Middleware — Complete Guide 9 min 23 AI Abstractions — Complete Guide 9 min 24 AI Dependency Injection — Complete Guide 9 min 25 AI Pipelines — Complete Guide 9 min 26 AI Logging — Complete Guide 9 min 27 AI Monitoring — Complete Guide 9 min 28 AI Telemetry — Complete Guide 9 min 29 AI Configuration — Complete Guide 9 min 30 Enterprise AI APIs — Complete Guide 9 min

Module 4: AI Agent Frameworks

31 AutoGen Framework — Complete Guide 9 min 32 Semantic Kernel Agents — Complete Guide 9 min 33 OpenAI Assistants API — Complete Guide 9 min 34 LangChain Concepts — Complete Guide 9 min 35 LangGraph Concepts — Complete Guide 9 min 36 CrewAI Concepts — Complete Guide 9 min 37 MCP (Model Context Protocol) — Complete Guide 9 min 38 AI Workflow Frameworks — Complete Guide 9 min 39 AI Orchestration Frameworks — Complete Guide 9 min 40 Enterprise AI Framework Selection — Complete Guide 9 min

Module 5: AI Memory & RAG

41 RAG Fundamentals — Complete Guide 9 min 42 Embeddings — Complete Guide 9 min 43 Vector Databases — Complete Guide 9 min 44 Semantic Search — Complete Guide 9 min 45 AI Long-Term Memory — Complete Guide 9 min 46 AI Short-Term Memory — Complete Guide 9 min 47 Knowledge Bases — Complete Guide 9 min 48 AI Document Search — Complete Guide 9 min 49 Hybrid Search — Complete Guide 9 min 50 Enterprise RAG Systems — Complete Guide 9 min

Module 6: Tool Calling & Automation

51 Function Calling — Complete Guide 9 min 52 Tool Calling — Complete Guide 9 min 53 API Integrations — Complete Guide 9 min 54 Database Tools — Complete Guide 9 min 55 File System Tools — Complete Guide 9 min 56 Browser Automation — Complete Guide 9 min 57 AI Automation Pipelines — Complete Guide 9 min 58 Event-Driven AI Workflows — Complete Guide 9 min 59 AI Business Automation — Complete Guide 9 min 60 Enterprise AI Automation — Complete Guide 9 min

Module 7: Multi-Agent Systems

61 Multi-Agent Architecture — Complete Guide 9 min 62 Agent Collaboration — Complete Guide 9 min 63 Agent Communication — Complete Guide 9 min 64 Agent Delegation — Complete Guide 9 min 65 Agent Memory Sharing — Complete Guide 9 min 66 AI Team Coordination — Complete Guide 9 min 67 Distributed AI Agents — Complete Guide 9 min 68 AI Swarm Systems — Complete Guide 9 min 69 Enterprise AI Teams — Complete Guide 9 min 70 Autonomous AI Organizations — Complete Guide 9 min

Module 8: ASP.NET Core AI Integration

71 AI APIs with ASP.NET Core — Complete Guide 9 min 72 AI Microservices — Complete Guide 9 min 73 AI SaaS Platforms — Complete Guide 9 min 74 SignalR AI Applications — Complete Guide 9 min 75 AI Authentication — Complete Guide 9 min 76 AI Authorization — Complete Guide 9 min 77 AI Dashboards — Complete Guide 9 min 78 AI Background Services — Complete Guide 9 min 79 Real-Time AI Systems — Complete Guide 9 min 80 Enterprise AI Platforms — Complete Guide 9 min

Module 9: AI Security & Governance

81 Prompt Injection — Complete Guide 9 min 82 AI Hallucinations — Complete Guide 9 min 83 AI Governance — Complete Guide 9 min 84 AI Security — Complete Guide 9 min 85 AI Permissions — Complete Guide 9 min 86 AI Sandboxing — Complete Guide 9 min 87 AI Compliance — Complete Guide 9 min 88 Responsible AI — Complete Guide 9 min 89 AI Monitoring for Security — Complete Guide 9 min 90 Secure Enterprise AI Systems — Complete Guide 9 min

Module 10: Cloud & DevOps for AI

91 Docker for AI Agents — Complete Guide 9 min 92 Kubernetes for AI — Complete Guide 9 min 93 Azure AI Deployment — Complete Guide 9 min 94 Distributed AI Infrastructure — Complete Guide 9 min 95 AI CI/CD — Complete Guide 9 min 96 AI Observability — Complete Guide 9 min 97 Production AI Telemetry — Complete Guide 9 min 98 AI Monitoring in Production — Complete Guide 9 min 99 AI Cost Optimization — Complete Guide 9 min 100 Enterprise AI Operations — Complete Guide 9 min

Module 11: Advanced Agentic AI

101 AI Reflection Systems — Complete Guide 9 min 102 Self-Healing AI Agents — Complete Guide 9 min 103 Autonomous Planning — Complete Guide 9 min 104 AI Decision Systems — Complete Guide 9 min 105 AI Reasoning Engines — Complete Guide 9 min 106 AI Workflow Optimization — Complete Guide 9 min 107 AI Scheduling Systems — Complete Guide 9 min 108 AI DevOps Agents — Complete Guide 9 min 109 AI Research Agents — Complete Guide 9 min 110 Enterprise Autonomous Systems — Complete Guide 9 min

Module 12: Real-World AI Projects

111 AI Coding Copilot — AgentVerse Project 9 min 112 AI Customer Support Platform — AgentVerse Project 9 min 113 AI Research Assistant — AgentVerse Project 9 min 114 AI Resume Analyzer — AgentVerse Project 9 min 115 AI HR Automation — AgentVerse Project 9 min 116 AI Analytics Assistant — AgentVerse Project 9 min 117 AI Document Search Platform — AgentVerse Project 9 min 118 AI DevOps Assistant — AgentVerse Project 9 min 119 AI SaaS Copilot Platform — AgentVerse Project 9 min 120 Enterprise Multi-Agent AI Platform — AgentVerse Project 9 min

How this course is organized

  • Each lesson includes overview, steps, code, and interview tips
  • Use the sidebar on lesson pages to navigate
  • Content is original to Toolliyo—not copied from other sites
Begin first lesson Interview Q&A

Course quizzes

RAG-based Search System Project — Practice Quiz Prompt Engineering — Practice Quiz Multi-Agent System Project — Practice Quiz

Test your knowledge

Quizzes linked to this course—pass to earn certificates.

RAG-based Search System Project — Practice Quiz
Test your understanding of RAG-based Search System Project. Retrieval-Augmented Generation…
Advanced 15 min
Prompt Engineering — Practice Quiz
Test your understanding of Prompt Engineering Tutorial. Write effective prompts for LLMs a…
Intermediate 15 min
Multi-Agent System Project — Practice Quiz
Test your understanding of Multi-Agent System Project. Orchestrate multiple AI agents for …
Advanced 15 min
ML.NET — Practice Quiz
Test your understanding of ML.NET Tutorial. Machine learning inside .NET applications.
Intermediate 15 min
Chatbot with Memory Project — Practice Quiz
Test your understanding of Chatbot with Memory Project. Stateful chatbot with conversation…
Advanced 15 min
AI Fundamentals — Practice Quiz
Test your understanding of AI Fundamentals Tutorial. ML concepts, neural networks intro, a…
Intermediate 15 min
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