Microsoft Agent Framework with Ollama Tutorial

Module 1: AI and Open Source AI Foundations

1 Introduction to AI — Complete Guide 5 min 2 Introduction to LLMs — Complete Guide 5 min 3 Generative AI — Complete Guide 5 min 4 Open Source AI — Complete Guide 5 min 5 Local AI Systems — Complete Guide 5 min 6 Agentic AI — Complete Guide 5 min 7 AI Orchestration — Complete Guide 5 min 8 AI Reasoning — Complete Guide 5 min 9 Future of AI Agents — Complete Guide 5 min

Module 2: Ollama and Open Source Models

10 Ollama Installation — Complete Guide 5 min 11 Ollama CLI — Complete Guide 5 min 12 Ollama APIs — Complete Guide 5 min 13 Model Management — Complete Guide 5 min 14 DeepSeek Models — Complete Guide 5 min 15 Phi Models — Complete Guide 5 min 16 Llama Models — Complete Guide 5 min 17 Mistral Models — Complete Guide 5 min 18 Qwen Models — Complete Guide 5 min 19 Enterprise Local AI Systems — Complete Guide 5 min

Module 3: ASP.NET Core AI Fundamentals

20 ASP.NET Core AI Setup — Complete Guide 5 min 21 Semantic Kernel Integration — Complete Guide 5 min 22 AI Middleware — Complete Guide 5 min 23 AI APIs — Complete Guide 5 min 24 AI Services — Complete Guide 5 min 25 Streaming Responses — Complete Guide 5 min 26 SignalR AI Systems — Complete Guide 5 min 27 AI Dependency Injection — Complete Guide 5 min 28 AI Authentication — Complete Guide 5 min 29 Enterprise AI APIs — Complete Guide 5 min

Module 4: Semantic Kernel and AutoGen

30 Semantic Kernel Basics — Complete Guide 5 min 31 Plugins — Complete Guide 5 min 32 Functions — Complete Guide 5 min 33 AI Planners — Complete Guide 5 min 34 AI Memory — Complete Guide 5 min 35 AI Orchestration with Kernel — Complete Guide 5 min 36 AutoGen Basics — Complete Guide 5 min 37 Multi-Agent Workflows — Complete Guide 5 min 38 AI Collaboration — Complete Guide 5 min 39 Enterprise AI Systems — Complete Guide 5 min

Module 5: RAG and Vector Databases

40 RAG Fundamentals — Complete Guide 5 min 41 Embeddings — Complete Guide 5 min 42 Chunking — Complete Guide 5 min 43 Semantic Search — Complete Guide 5 min 44 Qdrant — Complete Guide 5 min 45 ChromaDB — Complete Guide 5 min 46 pgvector — Complete Guide 5 min 47 Pinecone — Complete Guide 5 min 48 Hybrid Search — Complete Guide 5 min 49 Enterprise AI Memory Systems — Complete Guide 5 min

Module 6: AI Security and Observability

50 Prompt Injection — Complete Guide 5 min 51 AI Jailbreaks — Complete Guide 5 min 52 AI Data Leakage — Complete Guide 5 min 53 AI Authorization — Complete Guide 5 min 54 AI Auditing — Complete Guide 5 min 55 AI Logging — Complete Guide 5 min 56 AI Monitoring — Complete Guide 5 min 57 AI Tracing — Complete Guide 5 min 58 AI Analytics — Complete Guide 5 min 59 Enterprise AI Security Systems — Complete Guide 5 min

Module 7: Cloud-Native AI and DevOps

60 Docker AI Containers — Complete Guide 5 min 61 Kubernetes AI Deployment — Complete Guide 5 min 62 GPU Orchestration — Complete Guide 5 min 63 AI Scaling — Complete Guide 5 min 64 AI CI/CD — Complete Guide 5 min 65 AI Infrastructure — Complete Guide 5 min 66 Edge AI — Complete Guide 5 min 67 AI Monitoring at Scale — Complete Guide 5 min 68 AI Cost Optimization — Complete Guide 5 min 69 Enterprise AI Infrastructure — Complete Guide 5 min

Module 8: AI SaaS and Enterprise Systems

70 AI SaaS Systems — Complete Guide 5 min 71 Multi-Tenant AI — Complete Guide 5 min 72 AI ERP Systems — Complete Guide 5 min 73 AI CRM Systems — Complete Guide 5 min 74 AI Healthcare Systems — Complete Guide 5 min 75 AI Automation Platforms — Complete Guide 5 min 76 AI Workflow Systems — Complete Guide 5 min 77 AI Analytics Systems — Complete Guide 5 min 78 AI Enterprise Platforms — Complete Guide 5 min 79 Cloud-Native AI SaaS — Complete Guide 5 min

Module 9: AI System Design and Architecture

80 AI System Design — Complete Guide 5 min 81 AI Scalability — Complete Guide 5 min 82 AI Distributed Systems — Complete Guide 5 min 83 AI Queue Systems — Complete Guide 5 min 84 AI Caching — Complete Guide 5 min 85 AI Event-Driven Systems — Complete Guide 5 min 86 AI HA Systems — Complete Guide 5 min 87 AI Disaster Recovery — Complete Guide 5 min 88 AI Enterprise Architecture — Complete Guide 5 min 89 Global AI Systems — Complete Guide 5 min

Module 10: Enterprise AI Projects

90 AI CRM Copilot — Complete Guide 5 min 91 AI ERP Assistant — Complete Guide 5 min 92 AI Hospital Assistant — Complete Guide 5 min 93 AI Analytics Platform — Complete Guide 5 min 94 AI Coding Assistant — Complete Guide 5 min 95 AI Workflow Automation Platform — Complete Guide 5 min 96 AI Research Platform — Complete Guide 5 min 97 Multi-Agent AI Platform — Complete Guide 5 min 98 Enterprise AI SaaS Platform — Complete Guide 5 min 99 Global Agentic AI Ecosystem — Complete Guide 5 min