azure-ai-search 开源项目推荐（314 个）

Azure-Samples /azure-search-openai-demo

这是一个在Azure上运行的示例应用程序，采用“检索增强生成”模式。该应用利用Azure AI Search进行信息检索，同时借助Azure OpenAI的大语言模型来提供类似ChatGPT的问答体验。

Azure /agent-landing-zone

Enterprise-grade landing zone for AI agent applications on Azure. Deploy the secure infrastructure, the agent app, or both — built on Microsoft Foundry and Microsoft Agent Framework, with Zero-Trust networking, observability and IaC.

Azure-Samples /contoso-chat

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.

Azure-Samples /aisearch-openai-rag-audio

这是一个VoiceRAG模式的简单示例，用于利用RAG配合Azure AI搜索和Azure OpenAI的gpt-4o-realtime-preview模型，驱动交互式语音生成AI体验。

Azure-Samples /contoso-creative-writer

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

Azure-Samples /azure-search-openai-javascript

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.

Azure /agent-app-ingestion

Data ingestion service for the Agent Landing Zone. Processes PDFs, images, spreadsheets, transcripts and SharePoint content into grounding knowledge for agents, with smart chunking and multimodal embeddings.

Azure-Samples /langchainjs-quickstart-demo

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

Azure-Samples /aspire-semantic-kernel-creative-writer

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

microsoft /ignite25-PREL13-observe-manage-and-scale-agentic-ai-apps-with-microsoft-foundry

Learn How To Observe, Manage, and Scale, Agentic AI Apps Using Azure AI Foundry - with this hands-on workshop

microsoft /aitour26-BRK444-advanced-retrieval-for-your-ai-apps-and-agents-on-azure

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-Samples /rag-as-a-service-with-vision

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.

Ellerbach /azure-ai-search-simulator

Azure AI Search Simulator provides a lightweight environment to emulate Azure AI Search in pull or push modes. It offers a compatible API surface and works seamlessly with the official SDK, enabling local development, testing, and debugging without requiring a live search service.

Azure-Samples /Copilot-Studio-with-Azure-AI-Search

AZD template for deploying Azure Copilot Studio with Azure AI search

timothywarner-org /context-engineering

🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with production-ready semantic memory, hybrid RAG, and the WARNERCO Schematica teaching app. FastMCP + LangGraph + Vector/Graph stores. Your AI assistant's long-term memory starts here.

jonathanscholtes /azure-ai-foundry-agentic-workshop

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.

scale-tone /cognitive-search-static-web-apps-sample-ui

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

microsoft /azure-ai-search-foundry-iq-live-knowledge-sources

Reusable accelerator for Foundry IQ live grounding with Fabric Ontology and MCP Server Knowledge Sources.

microsoft /frontiertour27-ILL344-turning-data-into-agent-ready-knowledge-with-microsoft-iq

该项目在 GitHub 上没有填写描述

TianqiZhang /mem.net

File-first memory infrastructure for AI agents, built with .NET 8 and Azure backends