AI Agents in Semantic Kernel – Webinar Code

Instructor: Philipp Bauer, Senior Software Architect at CODE Consulting
Webinar Date: December 10, 2025

Overview

This repository contains the code samples and practical implementations from the webinar "Building Intelligent Multi-Agent Systems with Microsoft's Semantic Kernel." The session demonstrates how to orchestrate collaborative AI agents in .NET, featuring persistent vector memory and MCP tool integration.

Target Audience:

• C#/.NET developers
• AI engineers interested in agent orchestration
• Anyone looking to build production-ready multi-agent systems with Semantic Kernel

Key Topics Covered

• Multi-agent orchestration patterns in .NET
• Integrating persistent vector memory for contextual AI
• Using MCP tools for agent collaboration
• Practical, production-focused code examples

Repository Structure

• Agents/ – C# agent implementations (AccountAgent, CategoryAgent, etc.)
• actual-budget-mcp/ – MCP tool integration (TypeScript/Node.js)
• ChatModes/ – Chat orchestration modes and logic
• Configuration/ – App configuration files
• Helpers/ – Utility and formatting helpers
• Models/ – Data models for agents and chat
• Plugins/ – Example plugin integrations
• Program.cs – Main entry point for the .NET application

Getting Started

1. .NET Solution:

   • Open CODE.Presents.SemanticKernel.sln in Visual Studio or VS Code.
   • Restore NuGet packages and build the solution.
   • Run Program.cs to start the agent system.

2. MCP Tools (Node.js):

   • Navigate to actual-budget-mcp/.
   • Run npm install to install dependencies.
   • Use the scripts in src/tools/ for MCP integration.

Prerequisites

• .NET 10.0+
• Node.js 18+

Learning Outcomes

• Build and orchestrate multiple AI agents in C#
• Integrate vector memory for persistent context
• Connect agents to external tools (MCP) for real-world workflows
• Apply best practices for scalable, production-ready agent systems

More Resources

• Microsoft Semantic Kernel Documentation
• CODE Consulting

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For questions or feedback, please contact Philipp Bauer via CODE Consulting.