This sample has the full End2End process of creating RAG application with Prompty and Azure AI Foundry. It includes GPT 3.5 Turbo LLM application code, evaluations, deployment automation with AZD C…

Generative AI Ops RAG project template

Examples of how-to use Azure OpenAI Log Probabilities (LogProbs) feature to enhance Generative AI - Q&A grounding.

Understanding Deep Learning - Simon J.D. Prince

Distributed Evolutionary Algorithms in Python

This repo helps you to build a team of AI agents with Autogen

GA algorithm to solve bin packing and production scheduling problems

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

AI Hub Executive Demo HandsOn

Example program for connecting Azure IoT Edge with NVIDIA DeepStream

This is a sample showing how to do real-time video analytics with NVIDIA DeepStream connected to Azure via Azure IoT Edge. It uses a NVIDIA Jetson Nano device that can process up to 8 real-time vid…

A 2D bin/strip-packing problem solving python package

A collection of samples demonstrating techniques for processing documents with Azure AI including AI Studio, OpenAI, Document Intelligence, etc.

Multi-modal & multi-domain customer service agent with real time text, voice and soon video

A holistic framework to enable the design, development, and evaluation of autonomous AIOps agents.

Official community-driven Azure AI Examples

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

Python for .NET is a package that gives Python programmers nearly seamless integration with the .NET Common Language Runtime (CLR) and provides a powerful application scripting tool for .NET develo…

LLM-as-judge evals as Semantic Kernel Plugins

Learn how to build solutions with Large Language Models.

A day 0 tool for getting your app on k8s fast

One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure

Context aware, pluggable and customizable data protection and de-identification SDK for text and images

This repository contains hackathon challenges for Semantic Kernel.

Automated ACME SSL/TLS certificates issuer for Azure Container Apps (Custom domain / Custom DNS Suffix)

Automated ACME SSL/TLS certificates issuer for Azure App Service (Web Apps / Functions / Containers)

The AKS Checklist