Showing category results for Semantic Kernel

Every system needs to be able to add AI to its workflow to empower the users to complete their task much faster.  The Semantic Kernel team and community have been working hard to create a Java based kernel to support Java developers to unleash AI into their apps.  I will walk you through this journey below. We will review the following concepts ...

We've heard from many in the community who want to use Semantic Kernel to query their relational database using natural language expressions. We are excited to share this sandbox that enables you explore the capabilities of LLM to generate SQL queries (or SELECT statements): NL2SQL. This has been an area of interest for years (WikiSQL, Spider, et...

As more and more customers are becoming reliant on the Semantic Kernel SDK to create sophisticated and powerful applications, we have heard the need for greater transparency into end-to-end traceability and debugging. For example, if you want to know how a specific plugin can impact performance or looking for a way to debug a request this blog po...

We've been hard at work improving the Chat Copilot reference application to demonstrate how you can use Semantic Kernel to build a fully featured chat experience. Now that its more feature complete, we're elevating it to its own repo here: github.com/microsoft/chat-copilot. We've also given it its own section on our learn site so we can better...

A big part of the any successful open-source project is the strength of the community. We've been amazed to see people from around the world attend office hours, engage on Discord, and build real projects with the Semantic Kernel. And we're excited to see what is in store for the future! We'd love to get your feedback on how we improve the S...

The Sequential Planner is no longer supported. Migrate legacy code to use the Handlerbars Planner instead. Welcome to the second blog post in this series about Semantic Kernel Planners. If you missed the previous blog post, you can find it here. In Semantic Kernel Sequential Planner stands out as a powerful planning object capable of running ...

The Action Planner is no longer supported. See how to migrate legacy code away from it. This will be the first of a series of blog posts which will 'step through' (no pun intended) the generation and evolution of planners available in Semantic Kernel; Action Planner, Sequential Planner, and Stepwise Planner. Planners are a critical element of Se...

We're excited to announce integration of Azure AI Search with Semantic Kernel, available in both C# and Python. This integration follows the existing Semantic Memory architecture, making it incredibly easy for developers to add memory to prompts and plugins. This integration unlocks the following key benefits. By leveragi...

Hello Java developers! We are thrilled to announce the first release of the Microsoft Semantic Kernel for Java! This Java library opens up new developer possibilities by seamlessly integrating AI services like OpenAI and Azure OpenAI with conventional and idiomatic programming. Now, you can create cutting-edge AI applications that combine the be...

Yesterday, we announced the Semantic Kernel plugins hackathon in celebration of the new integrations Semantic Kernel has with ChatGPT plugins. In this article we'll show you how to build your first ChatGPT plugin for Semantic Kernel. What are ChatGPT plugins? With plugins, you can give AI bots like ChatGPT and Chat Copilot superpowers they orig...