#semantic kernel

Part 10 of the Microsoft Agent Framework Series — Final Chapter If you’re currently using Semantic Kernel or AutoGen, migrating to Microsoft Agent Framework is straightforward. Both frameworks contributed to MAF’s design, so many concepts translate directly. This final article in our series provides practical migration guidance with before/after code examples. Migration Overview FromEffortKey…

Hi! Today’s scenario is once again, using Phi-3. You know, a groundbreaking Small Language Model (SLM) that is redefining the capabilities of AI for developers and businesses alike. In this blog post, we will explore the importance of leveraging Phi-3 for full-scale scenarios and how you can test these scenarios for free using the Ollama C# Playground. The demo sceanrio below is designed to…

Hi! Today I’ll try to expand a little the scenario described in this Semantic Kernel blog post: “Azure OpenAI On Your Data with Semantic Kernel“. The code below uses an GPT-4o model to support the chat and also is connected to Azure AI Search using SK. While runing this demo, you will notice the mentions to [doc1], [doc2] and more. Extending the original SK blog post, this sample shows at the…

Hi! Introducing the Phi-3 Small Language Model Hi! Phi-3 is an amazing Small Language Model. And hey, it’s also an easy one to use in C#. I already wrote how to use it with ollama, now it’s time to hit the ONNX version. Introduction to Phi-3 Small Language Model The Phi-3 Small Language Model (SLM) represents a significant leap forward in the field of artificial intelligence. Developed by…

Hi! Introduction to GPT-4o GPT-4o, developed by OpenAI, represents a significant leap forward in AI technology. Dubbed “omni” for its all-encompassing capabilities, GPT-4o is a multimodal model that can process and generate text, audio, and images.  It’s designed to facilitate more natural human-computer interactions, responding to audio inputs in as little as 232 milliseconds. This model is…

Hi! Today, it’s time to share some insights into the world of API Manifest Plugins for Semantic Kernel, these are a cool way to work with OpenAI’s Large Language Models (LLMs). Introduction to API Manifest Plugins for Semantic Kernel Semantic Kernel is at the forefront of AI development, allowing developers to import plugins from OpenAPI documents. However, importing entire OpenAPI documents…

Hi! In previous posts I shared how to host and chat with a Llama 2 model hosted locally with Ollama. (view post). And then I also found OllamaSharp (nuget package and repo). OllamaSharp is a .NET binding for the Ollama API, making it easy to interact with Ollama using your favorite .NET languages. So, I decided to try it, and create a Chat Completion and a Text Generation specific…

Hi! In the previous posts we learned how to create a simple Semantic Kernel Chat Application Add services to the KernelBuilder, like Chat Build a Kernel Run a prompt with the Kernel Today we will switch a little the interaction with the AI Models, instead of a chat conversation, we will use Plugins. Plugins Let’s start with the PlugIn definition thanks to Microsoft Copilot: A plugin is a…