Semantic Kernel

Making AI powered .NET apps more consistent and intelligent with Redis

May 10, 2024 May 10, 2024 05/10/24

Sophia Lagerkrans-Pandey, Catherine Wang

Hi everyone!  Today we’re featuring a guest author from another team in Microsoft on our Semantic Kernel blog. Today’s topic will cover how to use Azure Cache for Redis, which is an in-memory datastore that allows you to further expand the performance and scalability of your applications that are using AzureOpenAI. We will turn it over...

Generating API Manifests for Semantic Kernel

May 3, 2024 May 3, 2024 05/3/24

Sophia Lagerkrans-Pandey, Vincent Biret

Hi everyone!  Today we’re featuring a guest author from another team in Microsoft on our Semantic Kernel blog. Today's topic will cover how to utilize API's manifests. An API manifest is a way to store the dependencies that an application has on HTTP APIs. It contains characteristics of those dependencies including links to API ...

Microsoft Build – Community Testimonial Videos

April 30, 2024 Apr 30, 2024 04/30/24

Sophia Lagerkrans-Pandey

Hi all, Microsoft Build is approaching and will occur from May 21st-23rd, 2024. During our Semantic Kernel session - Bridge the chasm between your ML and app devs with Semantic Kernel, we are looking to feature videos from community members like yourself sharing what you like about Semantic Kernel! We're looking to get customer ...

Using Filters in Semantic Kernel

April 29, 2024 Apr 29, 2024 04/29/24

Sophia Lagerkrans-Pandey, Dmytro Struk

It's important to understand how the application behaves and have the ability to override that behavior in runtime based on some conditions. For example, we don't want to send malicious prompt to LLM, and we don't want to expose more information than needed to the end users. A couple of months ago, we added a possibility in Semantic Kernel ...

Microsoft Semantic Kernel Hits 1,000,000 Downloads

April 25, 2024 Apr 25, 2024 04/25/24

Evan Chaki

(image) A million moments of innovation, a million instances of creative coding, a million downloads. (image) Microsoft Semantic Kernel has proudly reached a significant milestone within the software development community. This achievement is not just a number—it's a beacon of collective progress and the power of open-source collaboration. ...

Introducing API Manifest Plugins for Semantic Kernel

April 25, 2024 Apr 25, 2024 04/25/24

Sophia Lagerkrans-Pandey, Mustafa Zengin

Hi all, Today we’re featuring a guest author from another team in Microsoft on our Semantic Kernel blog. We will turn it over to Mustafa Zengin to dive into Introducing API Manifest Plugins for Semantic Kernel. Semantic Kernel allows developers to import plugins from OpenAPI documents. For large APIs, such as Microsoft Graph, ...

Unit Testing with Semantic Kernel

April 24, 2024 Apr 24, 2024 04/24/24

Sophia Lagerkrans-Pandey, Dmytro Struk

Hi all, Testing is an integral part of the software development process. Unit testing allows to test your functionality in isolation. This usually means that instead of performing real work (e.g. sending HTTP request to LLM), it needs to be replaced with something that only simulates the work and return some predefined result, which will be...

Making Plans with Semantic Kernel: Implementing the Microsoft Graph Plugin

April 23, 2024 Apr 23, 2024 04/23/24

Sophia Lagerkrans-Pandey, José Luis Latorre Millás

Hi all, Today we’re featuring a guest author on our Semantic Kernel blog, José Luis Latorre Millás, an MVP for Microsoft focused on AI. We will turn it over to Jose to dive into Making Plans with Semantic Kernel - Implementing the Microsoft Graph Plugin. "Welcome back – I’m continuing where we left off in part 1 here. We ended ...

Python Kernel Updates: A Closer Look at Our Redesigned Plugin and Function Integration

April 18, 2024 Apr 18, 2024 04/18/24

Evan Mattson, Eduard van Valkenburg

As we approach a stable v1.0 version of the Python Semantic Kernel SDK, we analysed the methods used to add plugins and functions to the kernel. We realised that the variety of available methods might confuse developers. For instance, when should one use versus ? Or versus ? Our goal has always been to keep the SDK as Pythonic and simple as ...

Unlock AI Collaboration at Microsoft BUILD 2024 with Semantic Kernel

April 16, 2024 Apr 16, 2024 04/16/24

Evan Chaki

The moment we've all been waiting for is nearly here. Microsoft BUILD 2024, happening from May 21 - 23rd, is poised to be a groundbreaking event, especially for our community working at the intersection of AI and application development. I'm thrilled to announce our Semantic Kernel session - Bridge the chasm between your ML and app devs ...