Showing results for Tag: Semantic Kernel from Semantic Kernel

Mar 6, 2025
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Effortlessly Integrate xAI’s Grok with Semantic Kernel

Roger Barreto
Roger Barreto

For Semantic Kernel users, integrating xAI's Grok API using the OpenAI connector is a breeze thanks to its compatibility with OpenAI's API format. This tutorial focuses on setting up Grok in your Semantic Kernel projects with minimal fuss, using C# and Python examples. Why Grok? Grok, built by xAI, is a powerful AI model, offers a 128k conte...

Semantic KernelAnnouncement.NET
Mar 5, 2025
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AutoGen and Semantic Kernel, Part 2

Shawn Henry Friederike Niedtner Sophia Lagerkrans-Pandey
Shawn,
Friederike,
Sophia

Following on from our blog post a couple months ago: Microsoft’s Agentic AI Frameworks: AutoGen and Semantic Kernel, Microsoft’s agentic AI story is evolving at a steady pace. Both Azure AI Foundry’s Semantic Kernel and AI Frontier’s AutoGen are designed to empower developers to build advanced multi-agent systems. The AI Frontier’s team is charging...

Semantic Kernel
Mar 3, 2025
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Guest Blog: LLMAgentOps Toolkit for Semantic Kernel

Sophia Lagerkrans-Pandey Prabal Deb
Sophia,
Prabal

Today the Semantic Kernel team is excited to welcome a guest author, Prabal Deb to share his work. LLMAgentOps Toolkit is repository that contains basic structure of LLM Agent based application built on top of the Semantic Kernel Python version. The toolkit is designed to be a starting point for data scientists and developers for experimentation...

Semantic KernelGuest Blog
Feb 24, 2025
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Compatibility of PostgreSQL Connector with AWS and GCP

Dmytro Struk
Dmytro Struk

As AI-driven applications continue to evolve, the need for efficient vector-based search capabilities is greater than ever. Microsoft Semantic Kernel makes it easy to integrate these capabilities with PostgreSQL databases using the connector. Whether you're leveraging cloud-hosted PostgreSQL instances on Amazon Web Services or Google Cloud, this c...

Semantic KernelAnnouncement
Feb 24, 2025
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Hybrid Model Orchestration

Sergey Menshykh
Sergey Menshykh

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...

Semantic KernelSamples.NET
Feb 20, 2025
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Guest Blog: Revolutionizing AI Workflows: Multi-Agent Group Chat with Copilot Agent Plugins in Microsoft Semantic Kernel

Sophia Lagerkrans-Pandey Fabian Williams
Sophia,
Fabian

Revolutionizing AI Workflows: Multi-Agent Group Chat with Copilot Agent Plugins in Microsoft Semantic Kernel  Copilot Agent Plugins (CAPs) are revolutionizing how developers interact with Microsoft 365 data. By transforming natural language into seamless CRUD actions using Microsoft Graph and Semantic Kernel, CAPs enable the creation of intelligen...

Semantic KernelGuest Blog
Feb 19, 2025
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AI Agents for Beginners Course: 10 Lessons teaching you how to start building AI Agents

Sophia Lagerkrans-Pandey
Sophia Lagerkrans-Pandey

10 Lessons teaching everything you need to know to start building AI Agents Today we want to highlight the AI Agents For Beginners course that was released. 🔗https://github.com/microsoft/ai-agents-for-beginners/tree/main Start learning and building in the exciting world of AI Agents today! From the Semantic Kernel t...

Semantic Kernel
Feb 18, 2025
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Using OpenAI’s o3-mini Reasoning Model in Semantic Kernel

Roger Barreto
Roger Barreto

OpenAI’s o3-mini is a newly released small reasoning model (launched January 2025) that delivers advanced problem-solving capabilities at a fraction of the cost of previous models. It excels in STEM domains (science, math, coding) while maintaining low latency and cost similar to the earlier o1-mini model. This model is also available as Azure...

Semantic KernelAnnouncementsAnnouncement
Feb 10, 2025
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Guest Blog: Step-by-Step Guide to Building a Portfolio Manager: A Multi-Agent System with Microsoft Semantic Kernel and Azure OpenAI

Sophia Lagerkrans-Pandey Akshay Kokane
Sophia,
Akshay

Today the Semantic Kernel team is excited to welcome back a guest author, Akshay Kokane to share his recent Medium article using Semantic Kernel and Azure OpenAI, showcasing a step-by-step guide to building a Portfolio Manager. We’ll turn it over to him to dive into his work below. In my previous blog, we went over how Semantic Kernel can be u...

Guest Blog
Feb 6, 2025
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Customer Case Study: How preezie’s AI shopping assistant is reshaping Blue Bungalow’s online store

Sophia Lagerkrans-Pandey Danny Wang Melina Nheng
Sophia,
Danny,
Melina

Introduction Blue Bungalow, one of Australia’s leading fashion retailers, faced a common challenge in eCommerce—how to create a more engaging, seamless, and personalised shopping experience for customers online. They wanted to implement AI-powered assistance to provide personalised product recommendations, accurate sizing guidance, product compari...

Customer Story