Implementing an Agentic Application Using AutoGen and Ollama in C#

Photo by Mohamed Nohassi on Unsplash

Agentic applications leverage autonomous AI agents to perform complex tasks collaboratively. Microsoft’s AutoGen for .NET simplifies the creation of such applications, and when combined with Ollama, a local large language model (LLM) runtime, it provides a cost-effective and efficient AI solution without relying on cloud-based APIs.

This article provides a step-by-step guide to implementing an agentic application using AutoGen and Ollama in C#.

Introduction to AutoGen

What is AutoGen?

AutoGen is a framework that enables the creation of agent-based applications using AI models. Its introduced from the Microsoft. It provides tools to manage autonomous agents, allowing them to communicate, collaborate, and solve tasks efficiently.

Why Use AutoGen with Ollama?

• Local Execution: No reliance on cloud-based APIs, ensuring data privacy.
• Multi-Agent Collaboration: Agents can communicate and work together on tasks.
• Customization: You can fine-tune agent behaviors and interactions based on specific needs.

Introduction to Agents in AutoGen