Verbalized Sampling, a training-free prompting strategy to mitigate mode collapse in LLMs by requesting responses with probabilities. Achieves 2-3x diversity improvement while maintaining quality. …

Atelier Git & GitHub complet : passez de zéro à héro en 3 heures. Exercices pratiques, documentation complète, et guides pour maîtriser Git et la collaboration open source.

AZ-305: Designing Microsoft Azure Infrastructure Solutions

😎 Awesome list of Microsoft Agent Framework resources

Universal memory layer for AI Agents

Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool integration

GenAI infrastructure

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed …

This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]

An AI Control Centre for monitoring, authenticating, and providing resilient access to multiple Open AI services.

Open AI with Private Endpoints behind APIM and functionality to get tokens consumption for each consumer

Fine-Tune End-to-End Distillation Models with Azure AI Foundry Models and Foundry Local

This repository hosts content related to Microsoft Fabric content on Microsoft Learn.

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

This sample has the full End2End process of creating RAG application with Prompty and Azure AI Foundry. It includes GPT-4 LLM application code, evaluations, deployment automation with AZD CLI, GitH…

Flexible and powerful framework for managing multiple AI agents and handling complex conversations

21 Lessons, Get Started Building with Generative AI

Solution Accelerator to show how to build your own copilot

For three days, take part in the creation of open-source apps aimed at strengthening European digital sovereignty.

The Azure MCP Server, bringing the power of Azure to your agents.

mcp-use is the easiest way to interact with mcp servers with custom agents

Powerful tool designed to generate SQL queries from natural language (NL2SQL) using Microsoft’s Semantic Kernel framework. This project aims to bridge the gap between human-readable queries and SQL…

Fabric toolbox is a repository of tools, accelerators, scripts, and samples to accelerate your success with Microsoft Fabric, brought to you by Fabric CAT.

A repository of examples using Python AI Agent frameworks that work with GitHub Models and Azure OpenAI.

A Microsoft Foundry chat example used in the Azure Architecture Center.

A Solution Accelerator for the RAG pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences. This includes mos…