azure-ai-search

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 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, GitHub actions for evaluation and deployment and intent mapping for multiple LLM task mapping.

A simple example implementation of the VoiceRAG pattern to power interactive voice generative AI experiences using RAG with Azure AI Search and Azure OpenAI's gpt-4o-realtime-preview model.

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

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

Build a generative AI application using LangChain.js, from local to Azure

A creative writing multi-agent solution to help users write articles using Aspire and Semantic Kernel

This repository offers a Python framework for a retrieval-augmented generation (RAG) pipeline using text and images from MHTML documents, leveraging Azure AI and OpenAI services. It includes ingestion and enrichment flows, a RAG with Vision pipeline, and evaluation tools.

A simple sample UI for your Azure AI Search index. Built with React, TypeScript and Azure Static Web Apps

Workshop for building intelligent AI solutions using Azure AI Foundry, featuring Vector Search, RAG, Agentic AI, and multi-agent orchestration with LangChain and Azure AI Search.

ASP.NET Core with Azure AI Search

This project combines Azure AI Search, Azure OpenAI Service, LangChain, React.JS, and Python FastAPI to create an intelligent system for managing Jira issues. It features advanced AI search for seamless document retrieval, a user-friendly React.JS front-end, and a robust Python FastAPI back-end.

Twilio Signal's 2025 keynote demonstration. Featuring multi-agent voice AI using Twilio, Azure Foundry, and Azure AI Search.

Workshop for Azure OpenAI Service

(early development) A solution accelerator showcasing how to build agentic RAG apps using Azure AI Content Understanding & Azure AI Agent Service

Resources for the AI Tour Talk on "Advanced Retrieval for your AI Apps and Agents" on Azure - slides, talk recording, demo recording, demo setup instructions.

Azure AI Search integration for Xperience by Kentico

Hands on labs originally created for the Step by Step for partners motion in Portugal and now available for everyone.

Awesome list of apps powered by Azure AI platform.

This repository offers a solution for deploying a Generative AI (GenAI) system on Azure using Retrieval-Augmented Generation (RAG). It features a RAG Chat API integrated with CosmosDB and HTML files, enabling customer support teams to resolve issues effectively.