RAG Applications LLM Tools

Applications and systems that implement Retrieval-Augmented Generation (RAG) pipelines for document-based Q&A, chatbots, and domain-specific knowledge retrieval. Does NOT include general RAG frameworks/libraries (see langchain-agent-frameworks), vector databases, embedding models, or knowledge graph construction tools used as components.

There are 76 rag applications tools tracked. The highest-rated is talkdai/dialog at 45/100 with 430 stars.

Get all 76 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	talkdai/dialog RAG LLM Ops App for easy deployment and testing	45	Emerging	430	Python
2	nicolaric/rahmenabkommen-gpt "Ask your question about the new framework agreement between Switzerland and...	44	Emerging	12	HTML
3	michelderu/build-your-own-rag-chatbot Workshop to build and deploy your own Chat Agent using Retrieval Augmented...	39	Emerging	72	Python
4	lukablaskovic/edu_bot EduBot is a powerful RAG (Retrieval-Augmented Generation) chatbot that...	38	Emerging	12	Jupyter Notebook
5	ronantakizawa/cacheaugmentedgeneration A Demo of Cache-Augmented Generation (CAG) in an LLM	38	Emerging	123	Jupyter Notebook
6	ezgisubasi/youtube-rag-assistant AI-powered chatbot that provides guidance using YouTube video content as a...	37	Emerging	22	Python
7	fabao2024/Rag-doc-assistant Production-ready Retrieval-Augmented Generation (RAG) system for PDF...	37	Emerging	6	Python
8	databricks-industry-solutions/insurance-qa-nlp Digitalization of the Claims Process using NLP, Delta and Hugging Face	34	Emerging	5	Python
9	quamernasim/Hindi-Language-AI-Chatbot-for-Enterprises-using-Qdrant-LangChain-Ollama-Llama3-FastText-and-MLFlow RAG powered AI chatbot for Indian Language (Hindi) using LangChain, Ollama,...	32	Emerging	2	Jupyter Notebook
10	AryanK1511/InkSight RAG meets robotics to read and chat with your notebook 📒🤖	31	Emerging	2	TypeScript
11	cabustillo13/RAG_Haystack_Chatbot Haystack RAG pipeline for a chatbot.	30	Emerging	6	Jupyter Notebook
12	dhivyeshrk/Custom-Chatbot-for-University Customizable RAG chatbot made with LangChain, ChromaDB, Streamlit using...	30	Emerging	6	Python
13	uzumstanley/Naive-RAG-APP Artificial Intelligence	28	Experimental	13	Python
14	Gopendranath/Rag-pdf-chat-backend backend for Rag pdf and image understanding projects	26	Experimental	1	JavaScript
15	JuanArango30/Chatbot-RAG-TG Chatbot for answering questions about the Systems Engineering program at...	25	Experimental	3	Python
16	chandima2000/AI-assistant-with-langchain-gemini This project aims to build a RAG system (chatbot & voice assistant) that...	25	Experimental	3	Python
17	renaldiangsar/Customer-Support-RAG Customer Support Chatbot that answer all your question about what your...	25	Experimental	5	Python
18	olonok69/RAG-Speak-with-your-Unstructured-Data RAG demo with Langchain , Gemini and NVidia NIM Models	25	Experimental	6	Python
19	yarikama/Multi-agent-with-RAG-a-demo-of-senior-high-school-solver-system Using CrewAI and RAG to build a senior high school QA System and leetcode solver	25	Experimental	6	Python
20	AmaanP314/Portfolio-AI-Assistant An Agentic RAG-based AI Assistant I built for my portfolio, answering...	22	Experimental	1	Jupyter Notebook
21	dhruvbajaj13/RAG-Based-AI-Document-Agent A production-grade AI Agent that intelligently answers user queries by...	22	Experimental	4	Python
22	arunwidjaja/cloud-RAG Retrieval-Augmented Generation Client that provides enterprise-grade cloud...	22	Experimental	2	TypeScript
23	manoharpalanisamy/Build-and-deploy-RAG-in-AWS-lambda-ECR-docker-langchain-Huggingface- The Document Question and Answering RAG Application is designed to provide...	22	Experimental	2	Python
24	rekisama/insurance_assistant 基于LangGraph的智能保险合同 PDF 分析与问答助手，支持要点提取、检索、风险高亮、公式解析与可视化。AI-powered insurance...	21	Experimental	8	Python
25	KuchikiRenji/X-CustomerSupport-Chatbot RAG-powered AI chatbot for Twitter/X customer support. LangChain + FAISS +...	21	Experimental	—	Python
26	ErmisCho/rag-pipeline End-to-end RAG pipeline (Tavily, Gemini, Pinecone, Streamlit, LangChain-style)	21	Experimental	—	Python
27	pratheeshkumar99/Document-based-Question-Answering-System This project demonstrates a Retrieval-Augmented Generation (RAG) system for...	21	Experimental	1	Python
28	firewindy930/summarize An intelligent research article assistant using Retrieval-Augmented...	21	Experimental	2	TypeScript
29	Sahar-Sheikhi/Enterprise_LLM_SQL_Chatbot Enterprise AI chatbot that translates natural language to SQL using RAG...	21	Experimental	—	—
30	Tyler-KD/shiny-internal-rag-project Shiny Internal RAG	20	Experimental	11	Python
31	NeilFabiao/ChatWithWeb Jarvis 🤖: A RAG (Retrieval-Augmented Generation) based virtual assistant...	20	Experimental	2	Python
32	DanielPuentee/neo4j-graphrag-tutorial A minimal end-to-end tutorial to build a knowledge-graph-powered RAG using...	20	Experimental	—	Jupyter Notebook
33	FedyBenMahfoudh/RAG A Retrieval-Augmented Generation (RAG) project built with FastAPI, MongoDB,...	20	Experimental	2	Python
34	emreds/picky-rabbit LLM RAG Project for Food Content Information Chatbot	19	Experimental	3	Python
35	Kishore-Pratheesh-AI-Projects/course-registration-chatbot This repository consists the source code of Curriculum Compass: A Hybrid RAG...	19	Experimental	3	Jupyter Notebook
36	amankrs21/GenAI-RAG-Bot Chat Bot based on Generative AI Technologies including Flask, React,...	19	Experimental	1	JavaScript
37	hungpm372/retrieval-augmented-generation-app This is a simple app that demonstrates the use of the retrieval-augmented...	18	Experimental	2	Python
38	mwheeler235/pdf-llm-rag-chat Streamlit, LangChain, OpenAI, FAISS, Ollama, ChromaDB, Llama 3.1 for PDF RAG...	18	Experimental	1	Jupyter Notebook
39	bernard-ng/drc-juro-rag Juro: A Retrieval-Augmented Generation AI Chatbot for Enhancing Legal...	18	Experimental	1	Jupyter Notebook
40	sujet-ai/E2D-Privacy-Enhanced-RAG Entity Encoder-Decoder (E2D): A Privacy-Enhanced Framework for RAG Agents	18	Experimental	2	Python
41	gopikrsmscs/chat-with-document-rag Retrieval Augment Generation, Chat with your document using lang chain and open ai.	17	Experimental	1	Python
42	h1dd3nsn1p3r/chatbot-sample-app ✨ Simple AI powered (Gemini LLM) chat bot that uses Retrieval-Augmented...	17	Experimental	—	TypeScript
43	SandeepGitGuy/Insurance_Documents_QA_Chatbot_RAG_LlamaIndex A Question Answering(Q/A) Chatbot on Insurance Documents. Powered by...	17	Experimental	1	Jupyter Notebook
44	saboye/Course-Info-Bot-LLM The Course-Recommendation-System repository features a project aimed at...	17	Experimental	1	Python
45	Srilakshmi-mothkur/Inventory-Genie A basic RAG application for inventory management. Provides real-time stock...	17	Experimental	1	Jupyter Notebook
46	TMarafon/Mistral_7B_API API that generates text about my personal career using Mistral_7B LLM and...	17	Experimental	1	Python
47	kitessafikadu/safik-ai Safik AI is web app with a Retrieval-Augmented Generation (RAG) system that...	16	Experimental	1	TypeScript
48	FedyBenMahfoudh/DocuMind A Retrieval-Augmented Generation (RAG) project developed with Next.js,...	15	Experimental	2	TypeScript
49	Chesblaw/Langchain-Tgbot An intelligent HR chatbot that automates responses to employee queries on...	15	Experimental	1	Jupyter Notebook
50	shamsulhaqHaqyar/lalah-chatbot Multilingual educational chatbot for Afghan students (Dari, Pashto, English)...	14	Experimental	1	—
51	saurabh1806pal/retrievel-augemented-pipeline-app A Retrieval Augmented Generation Pipeline, that process and chunks data and...	14	Experimental	—	CSS
52	Mongetro/chatbot-for-your-data A RAG-powered chatbot that answers questions based on your PDF documents...	14	Experimental	—	JavaScript
53	khadarbashajilan/DSA-Buddy A conversational AI chatbot built with React and TypeScript that helps...	14	Experimental	1	TypeScript
54	HunainBaloch/multi-tenant-ai-platform A robust, scalable, and secure Multi-Tenant AI Intelligence Platform...	13	Experimental	—	Python
55	browshanravan/miniRAG_bot A RAG bot for asking questions based on PDF contents	13	Experimental	—	Python
56	05arushi/Aichatbot AI Assistant is an HR-focused Retrieval-Augmented Generation (RAG) chatbot...	13	Experimental	—	JavaScript
57	AbhiCrypto16/lalah-chatbot 🤖 Empower Afghan students with Lalah, an AI educational chatbot available on...	13	Experimental	—	—
58	gunther8825/DAS_chatbot This project uses a retrieval-augmented generation (RAG) strategy with a...	13	Experimental	—	Jupyter Notebook
59	LEANDERANTONY/HelpmateAI_RAG_QA_System Retrieval-Augmented QA system for research documents/insurance policies...	13	Experimental	—	Jupyter Notebook
60	kumarankit263/Insurance-PDF-Chatbot a chatbot that can assist customers with queries related to different types...	12	Experimental	3	JavaScript
61	Laasya-online/RAG-FAISS-quickstart Lightweight RAG starter with FAISS for semantic search.	12	Experimental	1	Jupyter Notebook
62	NKDuyennn/llm_rag Chat with AI	12	Experimental	5	Jupyter Notebook
63	KhurramShams/DocuChat-RAG-Application-FastAPI RAG DocuChat is a AI-powered backend service that enables WordPress (or any...	11	Experimental	2	Python
64	b59labs/Build-AI-Chat-RAG-Apps-Python-AzureCosmosDB-for-MongoDB Build AI Chat + RAG Apps with Python and Azure Cosmos DB for MongoDB	11	Experimental	—	Python
65	Svantevith/talk-to-your-website RAG agent enhanced with LLM-optimized website crawler built using Crawl4AI,...	11	Experimental	1	Python
66	jolual2747/huggingface-chatbot Chatbot with RAG for conversational question answering about Hugging Face...	11	Experimental	—	Jupyter Notebook
67	iscarface/healthcare-contract-rag RAG system for value-based healthcare contracts. Upload PDFs →...	11	Experimental	—	Python
68	ThiruvarankanM/RAG-Academic-Assistant RAG-based intelligent academic assistant built with Streamlit, Google...	11	Experimental	2	Python
69	hariprasath-v/Nnet101_Assistant Q&A chatbot powered by a Retrieval-Augmented Generation (RAG) approach to...	11	Experimental	—	Jupyter Notebook
70	varun-1703/EU-Act-Navigator-RAG-QAbot An interactive, privacy-first application for querying the European Union’s...	10	Experimental	1	Jupyter Notebook
71	wittyicon29/Agentic-RAG-Customer-Support A simple and easy to use customer support agentic rag with knowledge base...	10	Experimental	2	Python
72	fadlytanjung/gym-video-ai-feedback LLM Integration an RAG Implementation	10	Experimental	1	Python
73	yudifaturohman/chatbot-ai-puskesmas-client This project is a React-based interactive chatbot connected to the FastAPI...	10	Experimental	1	JavaScript
74	benitomartin/rag-azure-http RAG Deployment with Azure Functions	10	Experimental	2	Python
75	MohitGupta0123/GraphRAG-Ebay-User-Aggrement-Chatbot A Knowledge Graph-powered conversational chatbot that answers legal and...	10	Experimental	1	Jupyter Notebook
76	machinelearningzuu/RAGDynamics Welcome to RAGDynamics, a repository dedicated to exploring and...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

Custom-Chatbot-for-University and Customer-Support-RAG (30 vs 25)