Tutorials Microsoft Agent Framework with Ollama Tutorial

Introduction to AI

Introduction to AI: free step-by-step lesson with examples, common mistakes, and interview tips — part of Microsoft Agent Framework with Ollama Tutorial on Toolliyo Academy.

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Microsoft Agent Framework with Ollama Tutorial · Lesson 1 of 100

Introduction to AI

Foundations & Ollama.NET & AgentsRAG & OpsProjects

Foundations & Ollama · 1 — Local model · ~6 min · Foundations — AI & Agents

What is this?

AI means software that can learn patterns from data or follow model-generated reasoning to help with tasks. In this course we focus on practical local AI: you run a model on your machine with Ollama and call it from .NET.

Why should you care?

Companies want assistants for CRM, support, and docs — but many cannot send private data to a public cloud API. Local AI is the privacy-friendly path.

See it live — copy this example

Run CLI steps in a terminal. Run C# samples in a .NET 8 console or Web API project with Ollama running on localhost:11434.

# Check you are ready for the course
dotnet --version
# Next lessons install Ollama and pull a small model

What happened?

  • dotnet --version confirms the .NET SDK.
  • Ollama install comes in the next module.
  • your local AI app is the sample product name we use across projects.

Practice next

  1. Install .NET 8 SDK if missing.
  2. Create a folder your local AI app.
  3. Write one sentence: what problem will your agent solve?
  4. Name your first agent use case.
  5. List two data sources it must never leak.

Remember

AI here = useful local assistants. We use Ollama + ASP.NET Core. Privacy is a first-class goal.

Why LocalAIDesk exists

A mid-size firm wants a helpdesk draft agent without uploading tickets to a third party.

Outcome: You can explain the course goal in plain English.

Interview prep for this lesson

Practice these questions aloud after reading—each links to a full structured answer.

Junior Detailed
Explain Concepts in the context of Microsoft Agent Framework with Ollama.
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. How to structure your answer (60–90 seconds) Define Concepts in plain language f…
Mid Detailed
What are common mistakes teams make with LLMs when using Microsoft Agent Framework with Ollama?
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. How to structure your answer (60–90 seconds) Define LLMs in plain language for M…
Senior Detailed
How would you debug a production issue related to RAG in a Microsoft Agent Framework with Ollama application?
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. How to structure your answer (60–90 seconds) Define RAG in plain language for Mi…
Mid Detailed
Compare two approaches to Ethics—when would you choose each?
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. How to structure your answer (60–90 seconds) Define Ethics in plain language for…
Junior Detailed
Describe a real-world scenario where Production mattered in a Microsoft Agent Framework with Ollama project.
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. How to structure your answer (60–90 seconds) Define Production in plain language…
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Microsoft Agent Framework with Ollama Tutorial
Course syllabus

Microsoft Agent Framework with Ollama Tutorial

Foundations — AI & Agents
Ollama — Local Models
ASP.NET Core + Ollama
Semantic Kernel & Agents
RAG & Vector Search
Security & Observability
DevOps & Infrastructure
Product Use Cases
System Design
Capstone Projects
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