Task-Aware Agent-driven Prompt Optimization Framework

Demo of code using Semantic Kernel and OpenAI realtime voice in C# / .NET

Python tool for converting files and office documents to Markdown.

Integrate PyRIT in existing tools

21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

A creative writing multi-agent solution to help users write articles.

A modular graph-based Retrieval-Augmented Generation (RAG) system

The Python Risk Identification Tool for generative AI (PyRIT) is an open access automation framework to empower security professionals and machine learning engineers to proactively find risks in th…

A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

"LightRAG: Simple and Fast Retrieval-Augmented Generation"

Generate large synthetic data using a local LLM

Source code for the Azure Marketplace Terraform development VM package.

Using Azure SQL and Semantic Kernel to chat with your own data using a mix of NL2SQL and RAG

🐢 Open-Source Evaluation & Testing for LLMs and ML models

📄 A curated list of awesome .cursorrules files

Neo4j graph construction from unstructured data using LLMs

Code of Pyramidal Flow Matching for Efficient Video Generative Modeling

Reference architecture that provides a set of guidelines and best practices for implementing a central AI API gateway to empower various line-of-business units in an organization to leverage Azure …

agent q - oss advanced reasoning and learning for autonomous ai agents

🎨 Diagram as Code for prototyping cloud system architectures

The Azure API Management landing zone accelerator provides an architectural approach and reference implementation to prepare landing zone subscriptions for a secure API Management infrastructure.

An open-source RAG-based tool for chatting with your documents.

This sample has the full End2End process of creating RAG application with Prompt Flow and AI Studio. It includes GPT 3.5 Turbo LLM application code, evaluations, deployment automation with AZD CLI,…

Clint's Cyber security cookbook

This repo contains starter code for the learning path module exercises.

A versatile tool designed to help prototype intelligent assistants, agents and multi-agentic systems

APIM ❤️ OpenAI - this repo contains a set of experiments on using GenAI capabilities of Azure API Management with Azure OpenAI and other services

Terraform module for deploying Azure OpenAI Service.