.NET Azure RAG RAG Tools

Tools and samples for implementing RAG systems using .NET languages with Azure services (OpenAI, Cognitive Search, Cosmos DB). Does NOT include non-.NET implementations, non-Azure cloud platforms, or general .NET tutorials without RAG focus.

There are 84 .net azure rag tools tracked. The highest-rated is nashtech-garage/ntg-agent at 49/100 with 85 stars.

Get all 84 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=rag&subcategory=dotnet-azure-rag&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	nashtech-garage/ntg-agent A sample Chatbot in C# using Microsoft Agent Framework	49	Emerging	85	C#
2	Azure-Samples/azure-ai-search-multimodal-sample A sample app for the Multimodal Retrieval-Augmented Generation pattern...	48	Emerging	62	Python
3	shuyu-labs/AntSK An AI knowledge base/agent built with .Net 9, AntBlazor, Semantic Kernel,...	47	Emerging	1,535	CSS
4	wisedev-code/MaIN.NET NuGet package designed to make LLMs, RAG, and Agents first-class citizens in .NET	47	Emerging	177	C#
5	Azure-Samples/contoso-real-estate Intelligent enterprise-grade reference architecture for JavaScript,...	44	Emerging	971	JavaScript
6	tryAGI/Ollama Ollama SDK for .NET	44	Emerging	189	C#
7	shuyu-labs/GraphRag.Net 参考GraphRag使用 Semantic Kernel 来实现的dotnet版本，可以使用NuGet开箱即用集成到项目中	43	Emerging	247	C#
8	matt-bentley/LLM-RAG-Architecture Production-grade Retrieval Augmented Generation (RAG) architecture using...	42	Emerging	27	C#
9	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...	42	Emerging	22	—
10	Argha713/dotnet-rag-api A production-ready RAG (Retrieval-Augmented Generation) API built with .NET...	37	Emerging	4	C#
11	Azure-Samples/azure-sql-db-session-recommender-v2 Build a Retrieval Augmented Generation solution using OpenAI, Azure...	37	Emerging	45	Bicep
12	GitHub-Insight-ANZ-Lab/aiapp1day This repository contains the materials and resources for the "Azure AI...	36	Emerging	8	TypeScript
13	yorek/azure-sql-db-ai-samples-search A practical sample of RAG pattern applied to a real-world use case: make...	36	Emerging	31	TSQL
14	jonathanscholtes/Azure-AI-RAG-Architecture-React-FastAPI-and-Cosmos-DB-Vector-Store This project demonstrates deploying a secure, scalable Generative AI (GenAI)...	32	Emerging	18	Bicep
15	jonathanscholtes/LangChain-RAG-Pattern-with-React-FastAPI-and-Cosmos-DB-Vector-Store Complete project (web, api, data) covering the implementation of the RAG...	31	Emerging	16	Python
16	RAGulatorAPP/RAGulator Transform uncertainty into absolute confidence.	30	Emerging	2	C#
17	AJ-comp/Mythosia.AI Unified .NET AI library with multi-provider support (OpenAI, Anthropic,...	29	Experimental	3	C#
18	Sensum365/SimpleRag A Simple and Opinionated AI RAG Solutions for SourceCode	29	Experimental	6	C#
19	BLaZeKiLL/corgiai Community retrieval augmented generation AI	29	Experimental	14	C#
20	rwjdk/CodeRag An AI Expert for your C# Codebase	28	Experimental	4	C#
21	cikavelja/SQLight-Ollama-CSharp-RAG-StructRAG- RAG/StructRAG using SQLite, C# and Ollama	28	Experimental	7	C#
22	alkampfergit/KernelMemory.Extensions Some unofficial extensions to Kernel Memory to do some advanced RAG	26	Experimental	12	C#
23	IntegerMan/Workshops.KernelAI Materials for a workshop on Semantic Kernel, Kernel Memory, and Microsoft...	26	Experimental	4	C#
24	SerialKicked/Lethe-AI-Sharp Powerful general-purpose library to simplify the development of C#...	25	Experimental	3	C#
25	NikiforovAll/typical-rag-dotnet Typical RAG implementation using Semantic Kernel, Semantic Memory and Aspire	25	Experimental	29	C#
26	RoyKimYYZ/azure-ai-apps Azure AI Apps - RAG, Agents, and Chat applications using Azure AI Foundry,...	25	Experimental	6	Python
27	KardelRuveyda/openai-dotnet-turkish-book Bu kitap, OpenAI'nin resmi .NET API kütüphanesi olan openai-dotnet ile yapay...	25	Experimental	70	—
28	MeshackMusundi/AzureCognitiveSearch-RAG Retrieval Augmented Generation (RAG) using Azure Cognitive Search	25	Experimental	3	C#
29	Rickcau/ai-rag-intent-blazor Blazor AI App with Backend	24	Experimental	2	C#
30	ScriptSage001/Enarro A production-ready Retrieval-Augmented Generation (RAG) application built...	22	Experimental	—	C#
31	pguso/rag-in-production Production-grade RAG on Azure with Node.js - covers Bicep IaC, event-driven...	22	Experimental	3	—
32	VaibhavKumar2005/cloud-native-ai-library-system Production-grade Microservices architecture for Secure RAG, built with...	22	Experimental	—	Python
33	johnbrodowski/LocalRAG A local Retrieval-Augmented Generation (RAG) system for .NET that uses BERT...	22	Experimental	—	C#
34	tryAGI/Exa C# SDK for the Exa API -- AI-powered web search, contents retrieval, and research	22	Experimental	—	C#
35	tryAGI/Serper C# SDK for the Serper API -- Google search results API for search, news,...	22	Experimental	—	C#
36	tryAGI/LlamaParse C# SDK for the LlamaParse API -- document parsing, extraction, RAG...	22	Experimental	—	C#
37	tryAGI/BraveSearch C# SDK for the Brave Search API -- web, image, video, and news search with...	22	Experimental	—	C#
38	ms-azure-demos/openai-rag-search-csharp-dotnet Using Azure OpenAI to demo RAG pattern with Azure Search as storage	22	Experimental	1	C#
39	FongYuanChen/IndustrialAICopilot An industrial AI copilot built with .NET 8 Blazor, leveraging...	22	Experimental	—	C#
40	edilma/RAG-App-HackTogether ChatGPT-like Application using RAG pattern that allows to ask question to...	21	Experimental	13	C#
41	jonathanscholtes/Azure-AI-Search-Vector-Store-LangChain-RAG-Pattern-with-Jira This project combines Azure AI Search, Azure OpenAI Service, LangChain,...	21	Experimental	10	JavaScript
42	mklab-se/hoist Configuration-as-code CLI for Azure AI Search and Microsoft Foundry	21	Experimental	2	Rust
43	mplogas/KernelMemory.FileWatcher A service for automating document ingestion for Semantic Kernel's...	21	Experimental	8	C#
44	workHMZ/aca-ghcr-cicd-lab Serverless RAG API with full CI/CD pipeline: FastAPI + Azure AI Search +...	21	Experimental	2	Python
45	dalager/raggedbooks Semantic search and RAG summarization in local PDF book collection with .NET...	20	Experimental	8	C#
46	mjdevaccount/financial-rag-demo Financial document Q&A using RAG, Azure OpenAI, and Azure AI Search. Built...	20	Experimental	1	C#
47	thlg057/mo5-rag-server MO5 Rag Server	19	Experimental	—	C#
48	P47K0/SKOrchestrationPractice Semantic Kernel example project (Hangman) with RAG (all local inference)	19	Experimental	—	C#
49	DinithKumudika/Semantic-Kernel-RAG RAG implementation using Microsoft Semantic Kernel and .NET	19	Experimental	10	C#
50	alex3ai/azure-rag-compliance-engine 💡 Enterprise-grade RAG pipeline on Azure Serverless. Features a Circuit...	19	Experimental	—	Python
51	SIYAKS-ARES/operion Next-generation Commercial Automation System powered by .NET 10 and Google...	19	Experimental	—	C#
52	passadis/azure-weights-biases Boost your RAG Applications with Model Feedback	19	Experimental	—	Vue
53	ElliotOne/sm-rag-ollama-faq-assistant RAG FAQ assistant in C# using Ollama for local AI-powered, context-aware Q&A...	18	Experimental	4	C#
54	cikavelja/support-chat-bot Sample Tech Support Chat Bot	16	Experimental	1	C#
55	jonathanscholtes/Azure-AI-Foundry-Deployment Deploys Azure AI Foundry using the Azure AI Baseline Reference Architecture,...	15	Experimental	—	Bicep
56	zangassis/return-policy-ai This project contains a sample ASP.NET Core app. This app is an example of...	15	Experimental	—	C#
57	rajvirtual/ChatDocs A .NET-based AI project leveraging Retrieval-Augmented Generation (RAG) and...	15	Experimental	2	C#
58	histigma/az-document-rag-model-demo a Retrieval-Augmented Generation (RAG) architecture using OpenAI, FastAPI,...	15	Experimental	—	Python
59	plastic-plant/howabout Retrieval-augmented document search, answers questions about your archive...	14	Experimental	1	C#
60	Phosky71/rag-maui-anythingllm Cross-platform .NET MAUI application for local Retrieval-Augmented...	14	Experimental	—	C#
61	rpraveen760/AzureSimpleRAG Azure-native RAG knowledge base with FastAPI, Azure AI Search, Azure OpenAI,...	14	Experimental	—	Python
62	radhikauppcl/Azure-Security-Project 🔒 Secure Azure resources using VPN, Microsoft Defender, and Zero Trust...	14	Experimental	—	—
63	adam-aimoscloud/deploy-weaviate-in-production Weaviate database Production-grade Deployment method.	14	Experimental	3	Python
64	kimtth/azure-prompt-flow-qa-rag 🏄 Azure ML Prompt flow Integration with Azure AI Search (Vector Search)	14	Experimental	1	Python
65	NikiforovAll/company-intel-dotnet RAG document intelligence with .NET AI building blocks...	13	Experimental	2	C#
66	fjgomariz/foundryiq-ft-cosmos Demo environment comparing RAG implementation patterns on Azure: Microsoft...	13	Experimental	—	C#
67	Rickcau/api-ai-rag-intent AOAI Chat API that leverages RAG Semantic + Vector with Intent	12	Experimental	3	C#
68	Kangonaut/aegis-athena a small space adventure showcasing the capabilities of retrieval augmented...	12	Experimental	4	Python
69	PranavMishra17/MedRAG-Avatar-Platform-IVORY A web application for creating and interacting with custom talking avatars...	12	Experimental	1	JavaScript
70	marcel-paalvast/rag-chat An all purpose RAG API giving a simple way to converse with AI using your...	12	Experimental	1	C#
71	thijse/PlagiarismDetector A sample showing how vector comparison can be used to detect plagiarismm...	11	Experimental	2	C#
72	PramodKumarHK89/purview-api-sample This sample showcases how Purview API can be integrated to audit and secure...	11	Experimental	—	TypeScript
73	bharath-viz/Fabric_OpenAI_Hackathon_2024 Developing an innovative solution leveraging Fabric and OpenAI's...	11	Experimental	2	Jupyter Notebook
74	jonathanscholtes/azure-ai-search-large-doc-indexing-vectorization This project explores document chunking strategies and vector search...	11	Experimental	—	Bicep
75	fchchen/omni-recall-rag Personal AI memory system — ingest documents, ask questions, get cited...	11	Experimental	—	C#
76	ivanvyd/rag-console-demo Project is created by "AI/ML Clarity" newsletter author for RAG demo...	11	Experimental	—	C#
77	HumairaSid/Ops_copilot RAG Pipeline with Semantic Kernel and Ollama — POC	11	Experimental	—	C#
78	akash1331/prompt-flow-rag-AzureAi This project has codebase for connecting to Prompt Flow in Azure AI Foundry.	11	Experimental	—	TypeScript
79	Daniel-Heo/WinRAG Simple RAG implementation for Windows developers	11	Experimental	2	C++
80	liblaber/build-a-rag-ai-app-template A template repo for the Build a retrieval augmented generation (RAG) AI app...	10	Experimental	1	C#
81	MarkZither/MyFirstAIChatBot Playground to make a chat bot using AI and RAG or other techniques to add custom data	10	Experimental	1	C#
82	Floressek/Azure-db-RAG RAG for the Cosmos DB for Mongo DB vCore on Azure deployed on WhatsApp	10	Experimental	1	Python
83	Mo7ammedd/simple-rag simple rag with c#	10	Experimental	3	C#
84	XenocodeRCE/OllamAgent Ollama agent solution	10	Experimental	1	C#

Comparisons in this category

Azure-AI-RAG-Architecture-React-FastAPI-and-Cosmos-DB-Vector-Store and LangChain-RAG-Pattern-with-React-FastAPI-and-Cosmos-DB-Vector-Store (32 vs 31) LLM-RAG-Architecture and dotnet-rag-api (42 vs 37)