Develop Agentic .NET Applications Using Semantic Kernel
Master AI-Powered Application Development with Custom Tool Calls, RAG Implementation, MCP Integration and Orchestration
Develop Agentic .NET Applications Using Semantic Kernel free download
Master AI-Powered Application Development with Custom Tool Calls, RAG Implementation, MCP Integration and Orchestration
Master AI Application Development with Semantic Kernel: The Comprehensive Developer's Journey
Transform your development skills and applications with cutting-edge AI capabilities! This immersive course takes you on a comprehensive journey from fundamental AI concepts to building sophisticated, intelligent applications using Microsoft's powerful Semantic Kernel framework.
In today's rapidly evolving technological landscape, AI integration has moved from a luxury to a necessity for modern applications. This course equips you with the practical skills and theoretical knowledge to stay ahead of the curve, making you an invaluable asset to any development team or organization looking to leverage AI's transformative potential.
Begin your AI mastery journey with a solid foundation in Large Language Models (LLMs) before diving into the robust capabilities of Azure AI Foundry, where you'll learn to deploy, customize, and optimize OpenAI models for your specific needs. You'll explore model deployment strategies, create effective user prompts, manage chat history, and craft system prompts that yield optimal results.
The core of the course focuses on Semantic Kernel's versatile framework, teaching you to seamlessly connect with multiple model providers including Azure OpenAI, standard OpenAI endpoints, and various Inferencing APIs. You'll also master working with local models through ONNX, Ollama, and Hugging Face integrations, giving you ultimate flexibility in your AI implementation approach.
Take your applications to new heights by learning to create intelligent plugins through multiple approaches:
Building native plugins that integrate directly with your application's functionality
Creating OpenAPI plugins that leverage existing API endpoints to extend AI capabilities
Implementing cutting-edge Model Context Protocol (MCP) servers for enhanced model interactions
Practical implementation is emphasized throughout, with dedicated sections on integrating Semantic Kernel into ASP.NET applications and working with multimodal models to handle various data types including text, images, and more.
Whether you're a seasoned developer looking to add AI capabilities to your toolkit, or a business analyst seeking to leverage AI for data-driven insights, this course provides the perfect balance of theoretical understanding and hands-on application development.
No extensive AI background required—just bring your basic .NET knowledge and prepare to build the next generation of intelligent applications that will transform user experiences, streamline operations, and unlock new business opportunities!
