.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 90 .net azure rag tools tracked. 6 score above 50 (established tier). The highest-rated is nashtech-garage/ntg-agent at 55/100 with 85 stars.

Get all 90 projects as JSON

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

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	nashtech-garage/ntg-agent A sample Chatbot in C# using Microsoft Agent Framework	55	Established	85	C#
2	shuyu-labs/AntSK An AI knowledge base/agent built with .Net 9, AntBlazor, Semantic Kernel,...	54	Established	1,535	CSS
3	Azure-Samples/azure-ai-search-multimodal-sample A sample app for the Multimodal Retrieval-Augmented Generation pattern...	54	Established	62	Python
4	Azure-Samples/contoso-real-estate Intelligent enterprise-grade reference architecture for JavaScript,...	51	Established	971	JavaScript
5	wisedev-code/MaIN.NET NuGet package designed to make LLMs, RAG, and Agents first-class citizens in .NET	51	Established	177	C#
6	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	50	Established	247	C#
7	tryAGI/Ollama Ollama SDK for .NET	48	Emerging	189	C#
8	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...	48	Emerging	22	—
9	Azure-Samples/azure-sql-db-session-recommender-v2 Build a Retrieval Augmented Generation solution using OpenAI, Azure...	44	Emerging	45	Bicep
10	yorek/azure-sql-db-ai-samples-search A practical sample of RAG pattern applied to a real-world use case: make...	43	Emerging	31	TSQL
11	matt-bentley/LLM-RAG-Architecture Production-grade Retrieval Augmented Generation (RAG) architecture using...	42	Emerging	27	C#
12	jonathanscholtes/Azure-AI-RAG-Architecture-React-FastAPI-and-Cosmos-DB-Vector-Store This project demonstrates deploying a secure, scalable Generative AI (GenAI)...	39	Emerging	18	Bicep
13	jonathanscholtes/LangChain-RAG-Pattern-with-React-FastAPI-and-Cosmos-DB-Vector-Store Complete project (web, api, data) covering the implementation of the RAG...	38	Emerging	16	Python
14	BLaZeKiLL/corgiai Community retrieval augmented generation AI	36	Emerging	14	C#
15	Argha713/dotnet-rag-api A production-ready RAG (Retrieval-Augmented Generation) API built with .NET...	36	Emerging	4	C#
16	Sensum365/SimpleRag A Simple and Opinionated AI RAG Solutions for SourceCode	35	Emerging	6	C#
17	cikavelja/SQLight-Ollama-CSharp-RAG-StructRAG- RAG/StructRAG using SQLite, C# and Ollama	35	Emerging	7	C#
18	rwjdk/CodeRag An AI Expert for your C# Codebase	35	Emerging	4	C#
19	alkampfergit/KernelMemory.Extensions Some unofficial extensions to Kernel Memory to do some advanced RAG	33	Emerging	12	C#
20	NikiforovAll/typical-rag-dotnet Typical RAG implementation using Semantic Kernel, Semantic Memory and Aspire	32	Emerging	29	C#
21	IntegerMan/Workshops.KernelAI Materials for a workshop on Semantic Kernel, Kernel Memory, and Microsoft...	32	Emerging	4	C#
22	KardelRuveyda/openai-dotnet-turkish-book Bu kitap, OpenAI'nin resmi .NET API kütüphanesi olan openai-dotnet ile yapay...	32	Emerging	70	—
23	MeshackMusundi/AzureCognitiveSearch-RAG Retrieval Augmented Generation (RAG) using Azure Cognitive Search	32	Emerging	3	C#
24	Rickcau/ai-rag-intent-blazor Blazor AI App with Backend	31	Emerging	2	C#
25	RAGulatorAPP/RAGulator Transform uncertainty into absolute confidence.	30	Emerging	2	C#
26	SerialKicked/Lethe-AI-Sharp Powerful general-purpose library to simplify the development of C#...	29	Experimental	3	C#
27	ms-azure-demos/openai-rag-search-csharp-dotnet Using Azure OpenAI to demo RAG pattern with Azure Search as storage	29	Experimental	1	C#
28	edilma/RAG-App-HackTogether ChatGPT-like Application using RAG pattern that allows to ask question to...	28	Experimental	13	C#
29	AJ-comp/Mythosia.AI Unified .NET AI library with multi-provider support (OpenAI, Anthropic,...	28	Experimental	3	C#
30	jonathanscholtes/Azure-AI-Search-Vector-Store-LangChain-RAG-Pattern-with-Jira This project combines Azure AI Search, Azure OpenAI Service, LangChain,...	28	Experimental	10	JavaScript
31	mplogas/KernelMemory.FileWatcher A service for automating document ingestion for Semantic Kernel's...	28	Experimental	8	C#
32	dalager/raggedbooks Semantic search and RAG summarization in local PDF book collection with .NET...	27	Experimental	8	C#
33	RoyKimYYZ/azure-ai-apps Azure AI Apps - RAG, Agents, and Chat applications using Azure AI Foundry,...	27	Experimental	6	Python
34	DinithKumudika/Semantic-Kernel-RAG RAG implementation using Microsoft Semantic Kernel and .NET	26	Experimental	10	C#
35	pguso/rag-in-production Production-grade RAG on Azure with Node.js - covers Bicep IaC, event-driven...	24	Experimental	3	—
36	workHMZ/aca-ghcr-cicd-lab Serverless RAG API with full CI/CD pipeline: FastAPI + Azure AI Search +...	23	Experimental	2	Python
37	cikavelja/support-chat-bot Sample Tech Support Chat Bot	23	Experimental	1	C#
38	FongYuanChen/IndustrialAICopilot An industrial AI copilot built with .NET 8 Blazor, leveraging...	22	Experimental	—	C#
39	rajvirtual/ChatDocs A .NET-based AI project leveraging Retrieval-Augmented Generation (RAG) and...	22	Experimental	2	C#
40	ElliotOne/sm-rag-ollama-faq-assistant RAG FAQ assistant in C# using Ollama for local AI-powered, context-aware Q&A...	22	Experimental	4	C#
41	mjdevaccount/financial-rag-demo Financial document Q&A using RAG, Azure OpenAI, and Azure AI Search. Built...	22	Experimental	1	C#
42	tryAGI/LlamaParse C# SDK for the LlamaParse API -- document parsing, extraction, RAG...	22	Experimental	—	C#
43	tryAGI/Exa C# SDK for the Exa API -- AI-powered web search, contents retrieval, and research	22	Experimental	—	C#
44	P47K0/SKOrchestrationPractice Semantic Kernel example project (Hangman) with RAG (all local inference)	21	Experimental	—	C#
45	johnbrodowski/LocalRAG A local Retrieval-Augmented Generation (RAG) system for .NET that uses BERT...	21	Experimental	—	C#
46	VaibhavKumar2005/cloud-native-ai-library-system Production-grade Microservices architecture for Secure RAG, built with...	21	Experimental	—	Python
47	ScriptSage001/Enarro A production-ready Retrieval-Augmented Generation (RAG) application built...	21	Experimental	—	C#
48	passadis/azure-weights-biases Boost your RAG Applications with Model Feedback	21	Experimental	—	Vue
49	mklab-se/hoist Configuration-as-code CLI for Azure AI Search and Microsoft Foundry	21	Experimental	2	Rust
50	kimtth/azure-prompt-flow-qa-rag 🏄 Azure ML Prompt flow Integration with Azure AI Search (Vector Search)	21	Experimental	1	Python
51	thlg057/mo5-rag-server MO5 Rag Server	21	Experimental	—	C#
52	adam-aimoscloud/deploy-weaviate-in-production Weaviate database Production-grade Deployment method.	20	Experimental	3	Python
53	marcel-paalvast/rag-chat An all purpose RAG API giving a simple way to converse with AI using your...	19	Experimental	1	C#
54	Rickcau/api-ai-rag-intent AOAI Chat API that leverages RAG Semantic + Vector with Intent	19	Experimental	3	C#
55	Kangonaut/aegis-athena a small space adventure showcasing the capabilities of retrieval augmented...	19	Experimental	4	Python
56	PranavMishra17/MedRAG-Avatar-Platform-IVORY A web application for creating and interacting with custom talking avatars...	19	Experimental	1	JavaScript
57	Daniel-Heo/WinRAG Simple RAG implementation for Windows developers	18	Experimental	2	C++
58	bharath-viz/Fabric_OpenAI_Hackathon_2024 Developing an innovative solution leveraging Fabric and OpenAI's...	18	Experimental	2	Jupyter Notebook
59	thijse/PlagiarismDetector A sample showing how vector comparison can be used to detect plagiarismm...	18	Experimental	2	C#
60	MarkZither/MyFirstAIChatBot Playground to make a chat bot using AI and RAG or other techniques to add custom data	17	Experimental	1	C#
61	Floressek/Azure-db-RAG RAG for the Cosmos DB for Mongo DB vCore on Azure deployed on WhatsApp	17	Experimental	1	Python
62	jonathanscholtes/Azure-AI-Foundry-Deployment Deploys Azure AI Foundry using the Azure AI Baseline Reference Architecture,...	17	Experimental	—	Bicep
63	XenocodeRCE/OllamAgent Ollama agent solution	17	Experimental	1	C#
64	histigma/az-document-rag-model-demo a Retrieval-Augmented Generation (RAG) architecture using OpenAI, FastAPI,...	17	Experimental	—	Python
65	SIYAKS-ARES/operion Next-generation Commercial Automation System powered by .NET 10 and Google...	17	Experimental	—	C#
66	zangassis/return-policy-ai This project contains a sample ASP.NET Core app. This app is an example of...	17	Experimental	—	C#
67	liblaber/build-a-rag-ai-app-template A template repo for the Build a retrieval augmented generation (RAG) AI app...	17	Experimental	1	C#
68	alex3ai/azure-rag-compliance-engine 💡 Enterprise-grade RAG pipeline on Azure Serverless. Features a Circuit...	17	Experimental	—	Python
69	plastic-plant/howabout Retrieval-augmented document search, answers questions about your archive...	16	Experimental	1	C#
70	NikiforovAll/company-intel-dotnet RAG document intelligence with .NET AI building blocks...	15	Experimental	2	C#
71	fjgomariz/foundryiq-ft-cosmos Demo environment comparing RAG implementation patterns on Azure: Microsoft...	15	Experimental	—	C#
72	rpraveen760/AzureSimpleRAG Azure-native RAG knowledge base with FastAPI, Azure AI Search, Azure OpenAI,...	14	Experimental	—	Python
73	Phosky71/rag-maui-anythingllm Cross-platform .NET MAUI application for local Retrieval-Augmented...	14	Experimental	—	C#
74	Mo7ammedd/simple-rag simple rag with c#	14	Experimental	3	C#
75	kimtth/azure-ai-search-skill-explorer 🔍🧩 GUI Client for Azure AI Search Skill I/O Preview 📥📤	14	Experimental	1	Python
76	gabisonia/RAGrimosa Building a RAG System with Microsoft.Extensions.VectorData	13	Experimental	2	C#
77	Nuung/wadeulwadeul-heroes-be 2025.12) groom hackerton 16th, wadeulwadeul-heroes's backend	13	Experimental	2	Python
78	jonathanscholtes/azure-ai-search-large-doc-indexing-vectorization This project explores document chunking strategies and vector search...	13	Experimental	—	Bicep
79	fchchen/omni-recall-rag Personal AI memory system — ingest documents, ask questions, get cited...	13	Experimental	—	C#
80	ivanvyd/rag-console-demo Project is created by "AI/ML Clarity" newsletter author for RAG demo...	13	Experimental	—	C#
81	jonathanscholtes/Azure-AI-RAG-CSharp-Prompty Deploying a Retrieval-Augmented Generation (RAG) solution on Azure,...	11	Experimental	—	Bicep
82	ardacetinkaya/Hello.AI.World Just some initial learning for usage of AI models within .NET platform with...	11	Experimental	3	C#
83	vishwajeetk1160/arm-template-generator Use RAG to generate (IaC) ARM templates for resources deployment in Azure	11	Experimental	—	Jupyter Notebook
84	LazaUK/AOAI-AISearch-SDKv1 Developing RAG (retrieval-augmented generation) solution with Azure OpenAI...	11	Experimental	—	Jupyter Notebook
85	mxagar/azure-rag-app Simple RAG application based on Azure services.	11	Experimental	—	Jupyter Notebook
86	kimtth/rag-minimum-azure-ai-search-sql-indexer Azure AI Search Index creation for FAQ retrieval. (SQL Indexer: pull & push) 🔍🤖💬	11	Experimental	2	Python
87	xsodus/azure-rag-ai-template The azure template project for creating RAG AI	11	Experimental	1	C#
88	neondatabase/neon-semantic-kernel-examples RAG with Neon and Semantic Kernel Examples	10	Experimental	2	C#
89	robertbenson/docker_openai_custom_weather_demo openai function calling demo that gets customizable weather information	10	Experimental	2	Python
90	MatteoRigoni/AIHelpDesk Blazor application using RAG system to assist helpdesk	10	Experimental	1	C#

Comparisons in this category

GraphRag.Net and typical-rag-dotnet (50 vs 32) Azure-AI-RAG-Architecture-React-FastAPI-and-Cosmos-DB-Vector-Store and LangChain-RAG-Pattern-with-React-FastAPI-and-Cosmos-DB-Vector-Store (39 vs 38) LLM-RAG-Architecture and dotnet-rag-api (42 vs 36)