Sharing the learning along the way we been gathering to enable Azure OpenAI at enterprise scale in a secure manner. GPT-RAG core is a Retrieval-Augmented Generation pattern running in Azure, using …

Build your own serverless AI Chat with Retrieval-Augmented-Generation using LangChain.js, TypeScript and Azure

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…

A simple ChatGPT Plugin running in Codespaces for dev and Azure for production.

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

A simple chat application that uses managed identity for Azure OpenAI access. Designed for deployment on Azure Container Apps with the Azure Developer CLI.

Immersive workshop showcasing the remarkable potential of integrating SoTA foundation models to enhance product experiences and streamline backend workflows. Leverages Microsoft's Copilot stack, Se…

Azure Open Source Labs (https://aka.ms/oss-labs)

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 …

This repo contains the reference implementation for the Microsoft Learn Azure OpenAI end to end chat baseline.

Create your own ChatGPT with Retrieval-Augmented-Generation workshop

Azure Open AI Landing Zones Reference Architectures Repository

"Batteries included" logging solution for your Azure OpenAI instance.

Simple starting point function to host LangChains with LLMs and other tools in an Azure Function.

Repository for instructor led and self-paced Azure Health Data Services workshops

A blueprint for getting a React.js web app with Python (FastAPI) API and a MongoDB API in Cosmos database onto Azure. It includes sample application code (a ToDo web app) which can be removed and r…

Build a recommender using OpenAI, Azure Functions, Azure Static Web Apps, Azure SQL DB, Data API builder and Text Embeddings

A backend for a chat application written in Python FastAPI framework

An easy way to deploy the Langfuse observability platform to Azure Container Apps with Entra authentication.

Smart load balancing for Azure OpenAI endpoints

Assistant API to chat with tabular data and perform analytics in natural language.

This sample shows how to quickly get started with LlamaIndex.ai on Azure 🚀

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

Build a Retrieval Augmented Generation solution using OpenAI, Azure Functions, Azure Static Web Apps, Azure SQL DB, Data API builder and Text Embeddings

A sample Django app for quizzes. Designed for deployment with the Azure Developer CLI.

A sample for implementing retrieval augmented generation using Azure Open AI to generate embeddings, Azure Cosmos DB for MongoDB vCore to perform vector search, and semantic kernel.

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

Serverless Azure OpenAI Assistant Quick Start Function Calling