Production RAG Systems RAG Tools

Full-stack RAG applications with complete frontend-backend architecture, vector databases, and multi-LLM support ready for deployment. Does NOT include templates, SDKs, specialized single-use chatbots, or component libraries.

There are 118 production rag systems tools tracked. 6 score above 50 (established tier). The highest-rated is Azure-Samples/serverless-chat-langchainjs at 64/100 with 856 stars. 1 of the top 10 are actively maintained.

Get all 118 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	Azure-Samples/serverless-chat-langchainjs Build your own serverless AI Chat with Retrieval-Augmented-Generation using...	64	Established	856	TypeScript
2	Dcup-dev/dcup Dcup - Advanced RAG for Personal Knowledge ☕	52	Established	52	TypeScript
3	Cocolalilal/LastChat A Fork of Rikkahub with an overhauled UI and feature additions	51	Established	84	Kotlin
4	crawlchat/crawlchat Turn your documentation into an AI assistant that answers questions instantly	50	Established	96	TypeScript
5	GitHamza0206/simba OpenSource Production ready Customer service with built in Evals and monitoring	50	Established	1,438	TypeScript
6	hoangsonww/Customizable-AI-Chatbot 🧬 Build your own conversational AI in minutes (or seconds) with this...	50	Established	18	TypeScript
7	supavec/supavec The open-source alternative to Carbon.ai. Build powerful RAG applications...	49	Emerging	964	TypeScript
8	Azure-Samples/langchainjs-quickstart-demo Build a generative AI application using LangChain.js, from local to Azure	48	Emerging	75	JavaScript
9	Softlandia-Ltd/vision-is-all-you-need Serverless Modal + FastAPI + React + ColPali + Qdrant + GPT4o Vision RAG (V-RAG) Demo	46	Emerging	405	TypeScript
10	neovateai/petercat A conversational Q&A agent configuration system, self-hosted deployment...	44	Emerging	1,491	TypeScript
11	typesense/showcase-conversational-search-pg-essays An app that shows you how to build a conversation search experience, using...	42	Emerging	28	TypeScript
12	www-norma-dev/IONOS-simple-chatbot IONOS AI Chatbot is a starter pack built around a core ReAct agent with a...	41	Emerging	13	Python
13	itbusina/joyquery This is a Retrieval-Augmented Generation (RAG) application built with .NET 9...	40	Emerging	3	TypeScript
14	HamedMP/NextRag Next.js RAG with PGVector	40	Emerging	32	TypeScript
15	Ablasko32/Project-Shard Make AI Free Again - Shard is a GUI for Ollama LLM's. Powered by Next.js.	38	Emerging	61	TypeScript
16	AyaanZaveri/cognite Create and share chatbots with external knowledge ✨	38	Emerging	69	TypeScript
17	codse/chat What will it take to be the best AI chat app ever?	36	Emerging	10	TypeScript
18	ccoder64/search_rag search_with_lepton 的自部署版	36	Emerging	13	TypeScript
19	vezlo/assistant-chat Production-ready AI chat widget library and admin dashboard for SaaS...	36	Emerging	2	TypeScript
20	itwaasyou/create-rag-app Scaffold a full RAG app (Next.js + LangChain + Chroma) with one command.	34	Emerging	1	JavaScript
21	RebackkHQ/NextJSRAG We are building this for Rebackk to enhance our product’s AI capabilities,...	31	Emerging	2	TypeScript
22	arnobt78/RAG-AI-ChatBot--Redis-Vector-QStash-NextJS-FullStack AI-Rag-ChatBot is a complete project example with RAGChat and Next.js 14,...	31	Emerging	15	TypeScript
23	phospho-app/ai-chat-bubble Simple AI chat bubble for your website: Wordpress, React, HTML, Shopify....	30	Emerging	21	Python
24	iChuck-W/ai-chatbot-dify-provider Combine the advantages of Dify and Vercel	29	Experimental	8	TypeScript
25	rishi-raj-jain/sse-streaming-llm-response Using Server-Sent Events (SSE) to stream LLM responses in Next.js	28	Experimental	10	TypeScript
26	aiops-experiments/vision-rag-workflows A streamlined Express.js API that integrates with Temporal workflows for...	27	Experimental	2	TypeScript
27	madarco/mada-vector A self-hostable RAG search engine - One-click on Vercel	27	Experimental	7	TypeScript
28	sofman65/privia A RAG-ready SaaS template for AI chat products. Built with FastAPI, Next.js,...	26	Experimental	1	TypeScript
29	ihatesea69/langgraph-customer-service-chatbot Production-ready AI customer service chatbot for orthopedic clinics built...	24	Experimental	1	TypeScript
30	mev-fyi/app The mev.fyi frontend in React/Next.js	24	Experimental	1	TypeScript
31	superdoc-dev/demos Working demos built with SuperDoc - document RAG, AI redlining, and more.	24	Experimental	2	TypeScript
32	sathish39893/react-docs-ai-app react chat bot with RAG on react docs from react.dev website	23	Experimental	1	TypeScript
33	MatheusOBS/Plataforma-DocuBrain-RAG Enterprise Semantic Search Platform powered by RAG, Next.js, and pgvector.	23	Experimental	—	TypeScript
34	landonboxedu54/qchat Create disposable group chats instantly from your terminal with no signup,...	22	Experimental	—	TypeScript
35	meathill/mui-search A Hybrid (Full-text + RAG) Serverless Search Engine built on TiDB Cloud and...	22	Experimental	—	TypeScript
36	initd-fr/Clara_ai RAG-based AI system with FastAPI backend, Next.js frontend, pgvector search,...	22	Experimental	—	TypeScript
37	chitrank2050/ask-widget A lightweight chat widget for developer portfolios. Drop-in floating...	22	Experimental	—	TypeScript
38	dlysenko-dev/max-bots-hub Multi-tenant SaaS bot builder platform. RAG, pgvector, 2 templates, Stripe...	22	Experimental	—	Python
39	nakamura196/digital-literary-map デジタル文学地図 Experimental — 歌枕・名所の和歌・謡曲・物語をAIで検索するRAGチャットと、地図上に文学作品を紐づけるコミュニティ版デジタルアーカイブ	22	Experimental	—	TypeScript
40	dlysenko-dev/ai-psychologist RAG-powered AI therapy app. Cognitive therapy with pgvector + Claude....	22	Experimental	—	Python
41	HarisChandio/Podverse-GPT Podverse : Why only listen to podcast when you can chat, save your time and...	22	Experimental	2	TypeScript
42	amlan-pattnayak/ask-the-ancients Talk with some of history's greatest philosophers, grounded through RAG. A...	22	Experimental	1	TypeScript
43	jawahar-singamsetty/retrivis.ai-client Multimodal RAG frontend with real-time document processing visibility, 4...	22	Experimental	1	TypeScript
44	tylertam228/Personal-AI-Chatbot An AI Chatbox assistance for my personal website	21	Experimental	—	TypeScript
45	michael-borck/character-craft-lite Creates structured chatbot personalities for LLM prompts and RAG pipelines...	21	Experimental	—	TypeScript
46	edujbarrios/docusaurus-plugin-ai-chat A innovative AI-powered contextual chat plugin for Docusaurus that brings...	21	Experimental	—	TypeScript
47	thomashartm/rockstar-2024-aem AEM Rockstars 2024 Project - ChatAEM AEM Integration	21	Experimental	1	Java
48	arpan-lol/cosmic-engine An experimentation platform for comparing 10+ RAG retrieval, chunking,...	21	Experimental	7	TypeScript
49	sinedied/azure-functions-langchainjs-demo Build a generative AI application using Azure Functions and LangChain.js	20	Experimental	2	TypeScript
50	JacksonHe04/liken 基于 Next.js 的大模型交互知识引擎	20	Experimental	2	TypeScript
51	avdo403/Ado-Chat An advanced, multi-backend AI Agent Chat application built with React,...	20	Experimental	3	JavaScript
52	dojotek/dojotek-ai-chatbot-backend Dojotek AI Chatbot backend (Nest.js, LangChain, LangGraph)	19	Experimental	2	TypeScript
53	vickyymosafan/ai-smartchat 🤖 AI-powered chat assistant for Universitas Muhammadiyah Jember with RAG,...	18	Experimental	1	TypeScript
54	omartood/Chat-yourself Ai Agent	18	Experimental	9	TypeScript
55	nemmarramos/technical-docs-ai Production-ready RAG system for technical documentation search with hybrid...	18	Experimental	1	TypeScript
56	BCAPATHSHALA/RAGApplication A comprehensive Retrieval Augmented Generation (RAG) application built with...	18	Experimental	1	TypeScript
57	shreyanmitra/WebAssistant Easily create and deploy a AI assistant chatbot for your personal website.	18	Experimental	2	TypeScript
58	KirtiPratihar/Yap-Engine A production-ready RAG application delivering sub-second inference. Built...	17	Experimental	—	JavaScript
59	baris-acar-dev/chattie A comprehensive Next.js chatbot application with local Ollama AI models,...	17	Experimental	—	TypeScript
60	chongliujia/ragJ_platform An open-source, high-performance RAG (Retrieval-Augmented Generation)...	16	Experimental	1	Python
61	m-ahmed-anwer/f1-gpt An AI-powered chatbot that provides F1 🏎️ race updates, driver stats, team...	16	Experimental	2	TypeScript
62	YagoLopez/nextjs-chatbot Chat with webpages using IA and RAG	16	Experimental	2	HTML
63	Dapp-Mentors/ai_scraper_bot Transform how you manage customers with our AI-powered platform. Build a...	16	Experimental	2	Python
64	PhucHuwu/Scratch_stars_academy Scratch programming education platform with AI chatbot for kids and...	15	Experimental	5	TypeScript
65	earthddx/next-rag Document-based RAG app built with Next.js 16 that lets users upload...	15	Experimental	—	TypeScript
66	piker0925/SKEYRA-BACKEND NestJS 11 백엔드 — RAG 파이프라인, AI 개인화, JWT 인증	14	Experimental	—	TypeScript
67	osongfive/dis-info-hub DIS Information Hub: An AI-powered centralised information system for the...	14	Experimental	—	TypeScript
68	ankurraj2003/ThinklyBot The ThinklyBot is a high-performance, self-service Enterprise AI Consultant...	14	Experimental	—	TypeScript
69	vincentxuu/cf-rag-kit Production-grade Cloudflare RAG kit — Hono + D1 + Vectorize + Next.js	14	Experimental	—	TypeScript
70	ScreenTechnicals/ragnexus Production-grade RAG middleware with text chunking, hybrid search,...	14	Experimental	—	TypeScript
71	saahilpal/RAG-DOCAnalyzer Production-style stateless RAG system with free-tier-safe limits, FTS...	14	Experimental	—	TypeScript
72	vpatrin/coupette AI-powered wine recommendation platform — SAQ catalog scraper, Claude RAG,...	14	Experimental	—	Python
73	piker0925/SKEYRA AI 기반 학습 관리 시스템 — NestJS + Next.js + RAG 파이프라인	14	Experimental	—	—
74	abhidiwakar/rag Trying to understand RAG	14	Experimental	—	HTML
75	nksnaresh/openrag-plus Enterprise Reasoning-Augmented Generation (RAG+) Platform using Next.js,...	14	Experimental	—	Python
76	dblxl/dblxl-demo Live demo portal for the DoubleXL AI system — blueprint, foundation,...	14	Experimental	—	—
77	MainakVerse/Sumachar An AI-powered, India-origin web platform that redefines how users read,...	14	Experimental	10	TypeScript
78	dojotek/dojotek-ai-chatbot-frontend Dojotek AI Chatbot frontend (Next.js, React.js, React Query)	14	Experimental	1	TypeScript
79	BhaveshG-22/rag-chat-app Full-stack RAG application featuring vector search, real-time indexing, and...	14	Experimental	1	TypeScript
80	ianlintner/Example-React-AI-Chat-App Example Chat React Native Mobile & Web App with agentic AI backend built...	14	Experimental	1	TypeScript
81	cciglesiasmartinez/custom-ai-chat-webapp A full-stack web application that allows users to create personalized AI...	13	Experimental	—	JavaScript
82	Shiny-Sword/IkigAI Bachelor's thesis aimed at creating a chat-bot for career coaching. Chatbot...	13	Experimental	—	TypeScript
83	Akash-m-SE/Nimbus.ai AI-powered, RAG-based customer support SaaS with embeddable voice/text chat,...	13	Experimental	—	TypeScript
84	mugnihidayah/synapse-frontend A production-grade RAG Chat Interface. Features real-time streaming,...	13	Experimental	—	TypeScript
85	AmirKameel/RAG Production RAG platform — chat with your documents. FastAPI + Next.js +...	13	Experimental	—	TypeScript
86	ludo-educatif/mindchat-world MindChat World — Converse with 150+ Historical Minds in 16 Languages	13	Experimental	—	—
87	DJ-InfinityCoder/RAG A production-grade RAG application with Next.js frontend and FastAPI...	13	Experimental	—	TypeScript
88	wheevu/naver-lens Embedded AI chat widget for the Naver Smart Store UI. Uses product review...	13	Experimental	—	TypeScript
89	X-Seb/PolyEDI-Chatbot A RAG-based AI chatbot built with Botpress and React to teach Equity,...	13	Experimental	—	JavaScript
90	techussain/RAG-nodejs-postgres-no-vector-db nodejs app with RAG concept realtime query with Postgres without vector db	13	Experimental	—	JavaScript
91	JGD2108/Data-Management-Software Microservices-based web system with LLM-powered natural language querying...	13	Experimental	—	JavaScript
92	abinovarghese/RAGForge Full-stack RAG application with Next.js, FastAPI, multi-provider LLM support...	13	Experimental	—	TypeScript
93	pappukrs/RAG_SYSTEM A professional Retrieval-Augmented Generation (RAG) system built with...	13	Experimental	—	TypeScript
94	dcwigk/nextjs-supabase-rag-pipeline Minimal E2E RAG pipeline built with Next.js, Supabase pgvector, and Gemini...	13	Experimental	—	TypeScript
95	akshayitzme/support-pilot AI-powered customer support agent that analyzes Linear tickets, searches...	13	Experimental	—	TypeScript
96	swapnilsaahu/query-note A Fullstack solution where people can store their notes and use a RAG based...	13	Experimental	—	TypeScript
97	lucashs94/support-widget-app SaaS customer support widget with AI-powered responses, RAG, and voice integration	13	Experimental	—	TypeScript
98	IanDublew/quantintelli-UI Modern Chat UI for the repository https://github.com/IanDublew/QuantIntelli	13	Experimental	—	HTML
99	dylancl/nextjs-sag-llm A small Next.js app which utilises search results to feed context to the LLM.	12	Experimental	8	TypeScript
100	DarrelBumika/askpaper-rag [UNDER DEVELOPMENT] Retrieval-Augmented Generation(RAG)-based chatbot for...	12	Experimental	1	—
101	galer7/garden My digital garden 👨🏻‍🌾	11	Experimental	—	TypeScript
102	haadiyeah/modelosaurus-chatbot An NPM package that provides a plug-and-play chatbot component for React...	11	Experimental	—	TypeScript
103	meddhiakassab/najahni end of year project: Najahni (incompleted/ demo working)	11	Experimental	—	TypeScript
104	piyook/chatbot-demo-next Chatbot Demo using Next.js, LangChain and OpenAi API with RAG	11	Experimental	1	TypeScript
105	gurveervirk/TiChat Simple, High Quality, RAG application using TiDB vector store	11	Experimental	—	JavaScript
106	shanewin/kaizen-karate Custom PHP CMS and website for a martial arts school, featuring a...	11	Experimental	—	PHP
107	Avinash-Acharya/FeeditBack An AI based RAG web application for Generating Feedback Report	11	Experimental	—	TypeScript
108	hirokisakabe/rag-sample RAG（Retrieval Augmented Generation）を OpenAI と Elasticsearch で試すサンプル	11	Experimental	—	TypeScript
109	poacosta/encode-2024-q3-grp14-storytelling-rag This is a simple web application that, based on an initial story or text,...	11	Experimental	—	TypeScript
110	codephycom/Nextjs-Chat-Vectorization-RAG A NextJS Chat Demo with Native Vectorization and Retrieval Augmented...	11	Experimental	—	TypeScript
111	shhossain/simple_search_engine A simple search engine fully build on javascript.	11	Experimental	—	JavaScript
112	saneenpy/nextjs-rag-pgvector A production-ready RAG (Retrieval Augmented Generation) application built...	10	Experimental	1	—
113	dchobarkar/chatbot-openai-langchain-starter A full-stack AI chatbot built using Node.js, Express, LangChain, and React,...	10	Experimental	1	TypeScript
114	Priom7/Chat-W-Data In the era of AI-driven automation, interacting with databases efficiently...	10	Experimental	2	JavaScript
115	alienveryilmaz/mizkolog-ai-case-study Temperament-based AI guidance platform — live web product case study...	10	Experimental	1	—
116	HelenYarmak/rag-pipeline-with-supabase End-to-end Retrieval-Augmented Generation (RAG) pipeline with embeddings,...	10	Experimental	1	JavaScript
117	NoorFatima01/week-plan-chat A React, FastAPI, LangChain and RAG-based web app where users upload weekly...	10	Experimental	1	TypeScript
118	NoB0T21/Multi-Tenant-Platform Node.js app that allows each department in a company to upload their own...	10	Experimental	1	TypeScript

Comparisons in this category

serverless-chat-langchainjs and langchainjs-quickstart-demo (64 vs 48)