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. Explain a bit more How to structure your answer (60–90 seconds) Define Concepts…
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. Explain a bit more How to structure your answer (60–90 seconds) Define LLMs in p…
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. Explain a bit more How to structure your answer (60–90 seconds) Define RAG in pl…
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. Explain a bit more How to structure your answer (60–90 seconds) Define Productio…
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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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