Hybrid model orchestration is a powerful technique that AI applications can use to intelligently select and switch between multiple models based on various criteria, all while being transparent to the calling code. This technique not only allows for model selection based on factors such as the prompt's input token size and each model's min/max toke...
As we continue to empower developers in embedding AI into their workflows, we are thrilled to announce significant updates to the Microsoft Semantic Kernel's Process Framework. Building on our introductory blog, we’ve made enhancements that further streamline business process automation and AI integration and help you to be successful with the Sema...
Hi all, We’re looking forward to highlight a Python sample today focused on a Restaurant Bookings sample here. Booking Restaurant - Demo Application This sample provides a practical demonstration of how to leverage features from the Semantic Kernel to build a console application. Specifically, the application utilizes the Business Schedule...
At the heart of every company are custom APIs that are built to solve specific business problems. These APIs often use Logic Apps, which is a powerful way to build APIs without writing code. With Logic Apps' over 1,400 enterprise connectors, you can connect to your enterprise systems, transform data, and automate processes to solve your business ne...
Hi all, With Microsoft Build approaching, we wanted to share some walk throughs and samples of Semantic Kernel. Today we're going to dive into a Restaurant booking sample to showcase multiple features of Semantic Kernel. This sample provides a practical demonstration of how to leverage features from the Semantic Kernel to build a console appl...
We’re looking forward to highlight a Java sample today focused on a Restaurant Bookings sample here. Booking Restaurant – Demo Application This sample provides a practical demonstration of how to leverage features from the Semantic Kernel to build a console application. Specifically, the application utilizes the Business Schedule and Booking ...
Plugins are one of the most powerful features of Semantic Kernel and in this demo we show how you can easily use Plugins with the power of Auto Function Calling from AI Models with Java here. A Glimpse into the Demonstration Time Information Plugin In the demo we implement a simple class TimePlugin with one function to retrieve the UTC time in...
Plugins are one of the most powerful features of Semantic Kernel and in this demo we show how you can easily use Plugins with the power of Auto Function Calling from AI Models. A Glimpse into the Demonstration Time Information Plugin In the demo we implement a simple class TimeInformantionPlugin with one function to retrieve the UTC time in ...
Hi all, With Microsoft Build approaching, we wanted to share some walk throughs of using Semantic Kernel to get started if you haven't already. Today we're going to dive into the Getting Started guide we have in the main Semantic Kernel GitHub repository for .NET. Getting Started with Semantic Kernel We are excited to announce new enhance...
This article will help readers to create their own connectors for Kernel Memory. It will introduce fundamental concepts of Kernel Memory and Elasticsearch and will show some practical use cases of how to use the interface IMemoryDb. The complete source code for the connector is located in the GitHub repository FreeMindLabs.KernelMemory.Elasticse...
