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 110 production rag systems tools tracked. 2 score above 50 (established tier). The highest-rated is Azure-Samples/serverless-chat-langchainjs at 60/100 with 856 stars. 1 of the top 10 are actively maintained.

Get all 110 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=rag&subcategory=production-rag-systems&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	Azure-Samples/serverless-chat-langchainjs Build your own serverless AI Chat with Retrieval-Augmented-Generation using...	60	Established	856	TypeScript
2	Cocolalilal/LastChat A Fork of Rikkahub with an overhauled UI and feature additions	50	Established	84	Kotlin
3	GitHamza0206/simba OpenSource Production ready Customer service with built in Evals and monitoring	47	Emerging	1,438	TypeScript
4	crawlchat/crawlchat Turn your documentation into an AI assistant that answers questions instantly	46	Emerging	96	TypeScript
5	hoangsonww/Customizable-AI-Chatbot 🧬 Build your own conversational AI in minutes (or seconds) with this...	46	Emerging	18	TypeScript
6	Dcup-dev/dcup Dcup - Advanced RAG for Personal Knowledge ☕	45	Emerging	52	TypeScript
7	supavec/supavec The open-source alternative to Carbon.ai. Build powerful RAG applications...	42	Emerging	964	TypeScript
8	Azure-Samples/langchainjs-quickstart-demo Build a generative AI application using LangChain.js, from local to Azure	41	Emerging	75	JavaScript
9	Softlandia-Ltd/vision-is-all-you-need Serverless Modal + FastAPI + React + ColPali + Qdrant + GPT4o Vision RAG (V-RAG) Demo	39	Emerging	405	TypeScript
10	neovateai/petercat A conversational Q&A agent configuration system, self-hosted deployment...	37	Emerging	1,491	TypeScript
11	typesense/showcase-conversational-search-pg-essays An app that shows you how to build a conversation search experience, using...	35	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...	35	Emerging	13	Python
13	RyanTren/AI-Customer-Support an AI-powered travel agent, guide, whatever you want it to be-chatbot using...	35	Emerging	3	JavaScript
14	vezlo/assistant-chat Production-ready AI chat widget library and admin dashboard for SaaS...	34	Emerging	2	TypeScript
15	itbusina/joyquery This is a Retrieval-Augmented Generation (RAG) application built with .NET 9...	34	Emerging	3	TypeScript
16	HamedMP/NextRag Next.js RAG with PGVector	33	Emerging	32	TypeScript
17	peam-ai/peam Peam - AI that knows your website.	33	Emerging	2	TypeScript
18	Ablasko32/Project-Shard Make AI Free Again - Shard is a GUI for Ollama LLM's. Powered by Next.js.	31	Emerging	61	TypeScript
19	AyaanZaveri/cognite Create and share chatbots with external knowledge ✨	31	Emerging	69	TypeScript
20	codse/chat What will it take to be the best AI chat app ever?	30	Emerging	10	TypeScript
21	ccoder64/search_rag search_with_lepton 的自部署版	29	Experimental	13	TypeScript
22	altamsh04/deafso-backend A scalable backend for DeafSo (Capstone)	28	Experimental	1	JavaScript
23	davidmonterocrespo24/WriteBee WriteBee is an advanced Chrome extension that brings cutting-edge AI...	25	Experimental	2	JavaScript
24	bryantanjw/lesswrong-gpt AI search and chat for the LessWrong forum	25	Experimental	5	TypeScript
25	sofman65/privia A RAG-ready SaaS template for AI chat products. Built with FastAPI, Next.js,...	24	Experimental	1	TypeScript
26	superdoc-dev/demos Working demos built with SuperDoc - document RAG, AI redlining, and more.	24	Experimental	2	TypeScript
27	arnobt78/RAG-AI-ChatBot--Redis-Vector-QStash-NextJS-FullStack AI-Rag-ChatBot is a complete project example with RAGChat and Next.js 14,...	24	Experimental	15	TypeScript
28	RebackkHQ/NextJSRAG We are building this for Rebackk to enhance our product’s AI capabilities,...	24	Experimental	2	TypeScript
29	jawahar-singamsetty/retrivis.ai-client Multimodal RAG frontend with real-time document processing visibility, 4...	23	Experimental	1	TypeScript
30	phospho-app/ai-chat-bubble Simple AI chat bubble for your website: Wordpress, React, HTML, Shopify....	23	Experimental	21	Python
31	iChuck-W/ai-chatbot-dify-provider Combine the advantages of Dify and Vercel	23	Experimental	8	TypeScript
32	amlan-pattnayak/ask-the-ancients Talk with some of history's greatest philosophers, grounded through RAG. A...	23	Experimental	1	TypeScript
33	sidratulmuntahasara/Chatter-AI An AI-powered customer support chatbot using Next.js and the OpenAI API	23	Experimental	1	JavaScript
34	chitrank2050/ask-widget A lightweight chat widget for developer portfolios. Drop-in floating...	22	Experimental	—	TypeScript
35	initd-fr/Clara_ai RAG-based AI system with FastAPI backend, Next.js frontend, pgvector search,...	22	Experimental	—	TypeScript
36	meathill/mui-search A Hybrid (Full-text + RAG) Serverless Search Engine built on TiDB Cloud and...	22	Experimental	—	TypeScript
37	landonboxedu54/qchat Create disposable group chats instantly from your terminal with no signup,...	22	Experimental	—	TypeScript
38	dlysenko-dev/ai-psychologist RAG-powered AI therapy app. Cognitive therapy with pgvector + Claude....	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/max-bots-hub Multi-tenant SaaS bot builder platform. RAG, pgvector, 2 templates, Stripe...	22	Experimental	—	Python
41	itzfarhanullah/rchub-qa Provide token-efficient, distilled QA docs for AI coding agents to generate...	22	Experimental	—	JavaScript
42	mev-fyi/app The mev.fyi frontend in React/Next.js	22	Experimental	1	TypeScript
43	MatheusOBS/Plataforma-DocuBrain-RAG Enterprise Semantic Search Platform powered by RAG, Next.js, and pgvector.	21	Experimental	—	TypeScript
44	sathish39893/react-docs-ai-app react chat bot with RAG on react docs from react.dev website	21	Experimental	1	TypeScript
45	rishi-raj-jain/sse-streaming-llm-response Using Server-Sent Events (SSE) to stream LLM responses in Next.js	21	Experimental	10	TypeScript
46	aiops-experiments/vision-rag-workflows A streamlined Express.js API that integrates with Temporal workflows for...	21	Experimental	2	TypeScript
47	ihatesea69/langgraph-customer-service-chatbot Production-ready AI customer service chatbot for orthopedic clinics built...	20	Experimental	1	TypeScript
48	itwaasyou/create-rag-app Scaffold a full RAG app (Next.js + LangChain + Chroma) with one command.	20	Experimental	1	JavaScript
49	madarco/mada-vector A self-hostable RAG search engine - One-click on Vercel	20	Experimental	7	TypeScript
50	tylertam228/Personal-AI-Chatbot An AI Chatbox assistance for my personal website	19	Experimental	—	TypeScript
51	edujbarrios/docusaurus-plugin-ai-chat A innovative AI-powered contextual chat plugin for Docusaurus that brings...	19	Experimental	—	TypeScript
52	michael-borck/character-craft-lite Creates structured chatbot personalities for LLM prompts and RAG pipelines...	19	Experimental	—	TypeScript
53	haniakrim21/better-chatbot Personal version of better-chatbot	19	Experimental	—	TypeScript
54	arpan-lol/cosmic-engine An experimentation platform for comparing 10+ RAG retrieval, chunking,...	18	Experimental	7	TypeScript
55	dojotek/dojotek-ai-chatbot-backend Dojotek AI Chatbot backend (Nest.js, LangChain, LangGraph)	17	Experimental	2	TypeScript
56	vickyymosafan/ai-smartchat 🤖 AI-powered chat assistant for Universitas Muhammadiyah Jember with RAG,...	16	Experimental	1	TypeScript
57	petri2212/IkigAI Bachelor's thesis aimed at creating a chat-bot for career coaching. Chatbot...	16	Experimental	1	TypeScript
58	earthddx/next-rag Document-based RAG app built with Next.js 16 that lets users upload...	16	Experimental	—	TypeScript
59	dojotek/dojotek-ai-chatbot-frontend Dojotek AI Chatbot frontend (Next.js, React.js, React Query)	16	Experimental	1	TypeScript
60	chongliujia/ragJ_platform An open-source, high-performance RAG (Retrieval-Augmented Generation)...	16	Experimental	1	Python
61	omartood/Chat-yourself Ai Agent	16	Experimental	9	TypeScript
62	kliao2016/chatpdf-clone Learning NextJs 14 with app router. Messing with proper server/client...	16	Experimental	3	TypeScript
63	nemmarramos/technical-docs-ai Production-ready RAG system for technical documentation search with hybrid...	16	Experimental	1	TypeScript
64	HarisChandio/Podverse-GPT Podverse : Why only listen to podcast when you can chat, save your time and...	15	Experimental	2	TypeScript
65	embedelite/chat Official EmbedElite Enterprise Chat	15	Experimental	6	TypeScript
66	KirtiPratihar/Yap-Engine A production-ready RAG application delivering sub-second inference. Built...	15	Experimental	—	JavaScript
67	baris-acar-dev/chattie A comprehensive Next.js chatbot application with local Ollama AI models,...	15	Experimental	—	TypeScript
68	avdo403/Ado-Chat An advanced, multi-backend AI Agent Chat application built with React,...	14	Experimental	3	JavaScript
69	piker0925/SKEYRA-BACKEND NestJS 11 백엔드 — RAG 파이프라인, AI 개인화, JWT 인증	14	Experimental	—	TypeScript
70	AmirKameel/RAG Production RAG platform — chat with your documents. FastAPI + Next.js +...	14	Experimental	—	TypeScript
71	thomashartm/rockstar-2024-aem AEM Rockstars 2024 Project - ChatAEM AEM Integration	14	Experimental	1	Java
72	dcwigk/nextjs-supabase-rag-pipeline Minimal E2E RAG pipeline built with Next.js, Supabase pgvector, and Gemini...	14	Experimental	—	TypeScript
73	osongfive/dis-info-hub DIS Information Hub: An AI-powered centralised information system for the...	14	Experimental	—	TypeScript
74	dhesnut/gemini_gpt 🤖 Build a modern AI chat application using Vite and React, powered by Google...	14	Experimental	—	JavaScript
75	vincentxuu/cf-rag-kit Production-grade Cloudflare RAG kit — Hono + D1 + Vectorize + Next.js	14	Experimental	—	TypeScript
76	ScreenTechnicals/ragnexus Production-grade RAG middleware with text chunking, hybrid search,...	14	Experimental	—	TypeScript
77	saahilpal/RAG-DOCAnalyzer Production-style stateless RAG system with free-tier-safe limits, FTS...	14	Experimental	—	TypeScript
78	vpatrin/coupette AI-powered wine recommendation platform — SAQ catalog scraper, Claude RAG,...	14	Experimental	—	Python
79	piker0925/SKEYRA AI 기반 학습 관리 시스템 — NestJS + Next.js + RAG 파이프라인	14	Experimental	—	—
80	abhidiwakar/rag Trying to understand RAG	14	Experimental	—	HTML
81	nksnaresh/openrag-plus Enterprise Reasoning-Augmented Generation (RAG+) Platform using Next.js,...	14	Experimental	—	Python
82	dblxl/dblxl-demo Live demo portal for the DoubleXL AI system — blueprint, foundation,...	14	Experimental	—	—
83	akshayitzme/support-pilot AI-powered customer support agent that analyzes Linear tickets, searches...	14	Experimental	—	TypeScript
84	ankurraj2003/ThinklyBot The ThinklyBot is a high-performance, self-service Enterprise AI Consultant...	14	Experimental	—	TypeScript
85	YagoLopez/nextjs-chatbot Chat with webpages using IA and RAG	13	Experimental	2	HTML
86	sinedied/azure-functions-langchainjs-demo Build a generative AI application using Azure Functions and LangChain.js	13	Experimental	2	TypeScript
87	JacksonHe04/liken 基于 Next.js 的大模型交互知识引擎	13	Experimental	2	TypeScript
88	MainakVerse/Sumachar An AI-powered, India-origin web platform that redefines how users read,...	12	Experimental	10	TypeScript
89	BhaveshG-22/rag-chat-app Full-stack RAG application featuring vector search, real-time indexing, and...	12	Experimental	1	TypeScript
90	BCAPATHSHALA/RAGApplication A comprehensive Retrieval Augmented Generation (RAG) application built with...	12	Experimental	1	TypeScript
91	ianlintner/Example-React-AI-Chat-App Example Chat React Native Mobile & Web App with agentic AI backend built...	12	Experimental	1	TypeScript
92	ludo-educatif/mindchat-world MindChat World — Converse with 150+ Historical Minds in 16 Languages	11	Experimental	—	—
93	mugnihidayah/synapse-frontend A production-grade RAG Chat Interface. Features real-time streaming,...	11	Experimental	—	TypeScript
94	aryan083/booktube A React and Vite-powered web application providing a user interface for the BookTube	11	Experimental	—	TypeScript
95	Akash-m-SE/Nimbus.ai AI-powered, RAG-based customer support SaaS with embeddable voice/text chat,...	11	Experimental	—	TypeScript
96	shreyanmitra/WebAssistant Easily create and deploy a AI assistant chatbot for your personal website.	11	Experimental	2	TypeScript
97	IanDublew/quantintelli-UI Modern Chat UI for the repository https://github.com/IanDublew/QuantIntelli	11	Experimental	—	HTML
98	jacintogomez/ai-chatbot-token-tracker AI chatbot with switchable models	11	Experimental	—	JavaScript
99	techussain/RAG-nodejs-postgres-no-vector-db nodejs app with RAG concept realtime query with Postgres without vector db	11	Experimental	—	JavaScript
100	JGD2108/Data-Management-Software Microservices-based web system with LLM-powered natural language querying...	11	Experimental	—	JavaScript
101	abinovarghese/RAGForge Full-stack RAG application with Next.js, FastAPI, multi-provider LLM support...	11	Experimental	—	TypeScript
102	pappukrs/RAG_SYSTEM A professional Retrieval-Augmented Generation (RAG) system built with...	11	Experimental	—	TypeScript
103	lucashs94/support-widget-app SaaS customer support widget with AI-powered responses, RAG, and voice integration	11	Experimental	—	TypeScript
104	Shiny-Sword/IkigAI Bachelor's thesis aimed at creating a chat-bot for career coaching. Chatbot...	11	Experimental	—	TypeScript
105	wheevu/naver-lens Embedded AI chat widget for the Naver Smart Store UI. Uses product review...	11	Experimental	—	TypeScript
106	swapnilsaahu/query-note A Fullstack solution where people can store their notes and use a RAG based...	11	Experimental	—	TypeScript
107	X-Seb/PolyEDI-Chatbot A RAG-based AI chatbot built with Botpress and React to teach Equity,...	11	Experimental	—	JavaScript
108	PhucHuwu/Scratch_stars_academy Scratch programming education platform with AI chatbot for kids and...	11	Experimental	5	TypeScript
109	cciglesiasmartinez/custom-ai-chat-webapp A full-stack web application that allows users to create personalized AI...	11	Experimental	—	JavaScript
110	DJ-InfinityCoder/RAG A production-grade RAG application with Next.js frontend and FastAPI...	11	Experimental	—	TypeScript

Comparisons in this category

serverless-chat-langchainjs and langchainjs-quickstart-demo (60 vs 41)