RAG Chatbot Systems Generative AI Tools

Complete RAG (Retrieval-Augmented Generation) implementations that build question-answering chatbots over documents, knowledge bases, or domain-specific data. Includes vector storage, embedding pipelines, and multi-agent orchestration for reducing hallucinations. Does NOT include general document summarization, PDF viewers without QA capability, or RAG components/frameworks taught separately (see langchain-framework-learning, llm-fine-tuning).

There are 73 rag chatbot systems tools tracked. The highest-rated is TeddYenn/ShiNyP at 37/100 with 14 stars.

Get all 73 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	TeddYenn/ShiNyP An R/Shiny platform for genome-wide SNP analysis and visualization with...	37	Emerging	14	R
2	smach/QuartoTips Generative AI R Shiny app that lets users query the tips collection with...	35	Emerging	10	R
3	federicopalma-pro/Stregatto-Production-Ready Production-ready local deployment of Cheshire Cat AI that delivers...	35	Emerging	31	Shell
4	raselmeya94/RAGpedia Explore the World of Retrieval Augmented Generation - A curated repository...	31	Emerging	3	Python
5	smach/NICAR2026_chatbot R Shiny app for exploring the 2026 NICAR conference schedule. Features a...	28	Experimental	4	R
6	Orange-OpenSource/Ontology2Graph Ontology2Graph generates synthetic knowledge graphs using generative AI and...	26	Experimental	2	Python
7	ZeroDeaths7/rag-lecture-assistant Lecture RAG Assistant orchestrates multi-agent RAG workflow using LangGraph...	26	Experimental	1	Python
8	adityapradhan202/Rag-Badger Rag Badger is a minimal open source toolkit to evaluate RAG based systems...	24	Experimental	3	Python
9	homayounsrp/GPT-Chatbot-for-a-restaurant-with-Flask-and-RAG In this project, I built a chatbot to answer customer simple inquiries about...	23	Experimental	3	Jupyter Notebook
10	MustDemir/ai-context-vault Store, sync, and resume AI context across sessions and models. Azure + RAG...	22	Experimental	1	Python
11	davitkhachaturyan03-dot/GenAI-Boilerplate Awesome Boilerplate for RAG \| MCP \| GraphRag	22	Experimental	1	Python
12	YomnaWaleed/mini-rag-Application build a production-ready app for RAG application.	22	Experimental	1	Python
13	EbEmad/rag-app how to build a production-ready app for RAG application.	22	Experimental	1	Python
14	kianis4/Delta-Hacks-12 The AI Legal Associate. Agentic RAG system for instant, cited access to...	21	Experimental	—	Python
15	atharvabhalerao0007-crypto/AI-Second-Brain AI-powered document assistant using RAG, semantic search, knowledge graphs,...	21	Experimental	—	Python
16	AphroDatalyst/IntelliQuery Local PDF Q&A with Ollama	21	Experimental	—	Python
17	Eatosin/Sentinel-MLOps Autonomous Anomaly Detection & RAG Investigation Agent (FastAPI + Gemini)....	21	Experimental	2	Python
18	azobenio/-azure-search-openai-demo-jm RAG-powered ChatBot using Azure OpenAI and Azure AI Search for intelligent...	21	Experimental	—	Python
19	Y4NN777/tenglaafi Assistant Conversationel Médical RAG Open Source	21	Experimental	—	Python
20	Tammyb2/FinSolve-RBAC-chatbot Secure RAG-based AI assistant for FinTech, using FastAPI & LangChain to...	21	Experimental	—	Python
21	rakaykhan1/trustguide Clinical RAG Safety Framework. A decision support agent that detects...	21	Experimental	—	Python
22	RubenHf/RAG_Scientific_Article Nutritional AI is a chatbot designed to provide tailored nutritional advice...	19	Experimental	3	Jupyter Notebook
23	connectaman/DARPG-Hackathon Building Chatbot to resolve common queries related to Public Grievances as...	19	Experimental	3	Python
24	fork123aniket/Agentic-RAG-Story-Generation-with-Multimodal-GenAI Multimodal Agentic GenAI Workflow – Seamlessly blends retrieval and...	18	Experimental	2	Python
25	chankeypathak/rag-stock-assistant A real-time financial assistant that combines market data, news, and SEC...	18	Experimental	1	Python
26	abhinavsaxena2308/RamX---Python-AI-Assistant Ram-X is a personal AI assistant. It’s designed to support studies, coding,...	18	Experimental	1	Python
27	DeepShah1406/Company_RAG_Chatbot This is a RAG Chatbot solution for a company website. Add your documents to...	17	Experimental	—	Python
28	bestoism/production-rag-blueprint Enterprise-grade RAG System featuring Hybrid Qdrant (Cloud/Local), Langfuse...	17	Experimental	—	Python
29	tosifAN/Multimodal_RAG_App Multimodal RAG App for Medical Applications	17	Experimental	1	Python
30	smri29/Orbit A RAG-powered internal research assistant for CollabCircle, built with...	17	Experimental	—	Python
31	supriya46788/Context-Aware-Retrieval-Augmented-Knowledge-Inference-Engine A modern RAG application designed to overcome fundamental limitations of...	16	Experimental	1	Python
32	hanifsyarubany/VisText-RAG-Document-QNA 📄 Multimodal RAG pipeline combining ColPALI visual retrieval, YOLO-DocLayNet...	16	Experimental	3	Jupyter Notebook
33	smach/framingham_agendas This project aims to turn Framingham Planning Board and License Commission...	16	Experimental	1	R
34	reddy-nithin/TruPharma-MVP A RAG application that answers drug-label questions using official FDA data...	15	Experimental	—	Jupyter Notebook
35	anilnayaktech/rag_doc_assistant_genai A collection of hands-on Generative AI projects built using Python,...	15	Experimental	—	Python
36	frontinus/Generative_IA_Wiki A full-stack RAG app (Rust + Python) that answers questions about historical...	15	Experimental	1	Rust
37	KRISHNA-BHAGAVAN/Bajaj-Hackrx-6.0-IQRS A Project Developed as part of a National Level Hackathon named Hackerx-6.0...	15	Experimental	2	Python
38	tibateauxxx/ISO9001-IA-AUDITOR Proof of concept d’auditeur IA ISO 9001:2015 pour la pré-qualification de...	14	Experimental	1	Python
39	AdiSinghCodes/ParenthoodAI---RAG-Powered-Support-System-for-ADHD-Autism-Parents AI chatbot supporting ADHD/Autism parents with personalized guidance. Built...	14	Experimental	1	TypeScript
40	simmibaghel/RAG-Enhanced-LinkedIn-Content-Generation-via-Influencer-Style-ModellingI RAG-Enhanced LinkedIn Content Generation	14	Experimental	1	Python
41	Adi77189/ai-placement-copilot-preparation End-to-end GenAI placement preparation system with Persistent RAG, Resume...	13	Experimental	—	Python
42	kushalk20/AWS-Documentation-RAG-Chatbot Production AWS RAG chatbot with Google Gemini embeddings, LangChain, FAISS &...	13	Experimental	—	Python
43	Pulpoide/biohacker-rag A high-performance RAG system designed to audit biological "bugs" and deploy...	13	Experimental	—	Python
44	Sane1204/icebreaker RAG-powered LinkedIn Stalker + profile chatbot using LlamaIndex + local LLMs...	13	Experimental	—	Python
45	saadhussain01/RAG-SQL-Chatbot-AI-Powered-Database-Assistant- An intelligent chatbot that converts natural language questions into secure...	13	Experimental	—	Python
46	lintosunny/rag-research-assistant AI-powered research tool leveraging advanced RAG technology to extract...	13	Experimental	—	Python
47	CoderZiyom-1/Hybrid-Medical-AI-RAG-MCP Local AI-powered medical assistant using RAG, FAISS, Ollama & MCP for...	13	Experimental	—	Python
48	IceCold2378/Intelligent-Underwriting-Assistant AI-powered underwriting assistant using RAG, LangChain, and FastAPI	13	Experimental	—	Python
49	build-with-laasya/rag-data-catalog-agent This is a Retrieval-Augmented Generation (RAG) prototype leveraging...	13	Experimental	—	Python
50	AbhayR1104/NexusNews An on-demand news intelligence engine. This interactive RAG pipeline queries...	13	Experimental	—	Python
51	vedurmaliya/yeest A modern, text-only RAG (Retrieval-Augmented Generation) powered chat...	13	Experimental	—	Python
52	pawankr48133/rag-chatbot-gemini Although Large Language Models (LLMs) such as Gemini are powerful and...	13	Experimental	—	Python
53	sargismm/maesters_ledger A Retrieval-Augmented Generation (RAG) application that transforms your...	13	Experimental	—	Python
54	Deepakkasyapa11/AI-RAG-KnowledgeAssistant-Doc-Summarizer-Q-A Intelligent Knowledge platform	13	Experimental	—	Python
55	omer-gulsoy/LLM-KOBIS Smart Decision Support Assistant for KOBIS (Kocaeli Bicycle System) built...	13	Experimental	—	Python
56	kogunlowo123/rag-pipeline-hallucination-mitigation Production RAG with 5-layer hallucination mitigation. Hybrid retrieval...	13	Experimental	—	Python
57	afelix-95/GenAI-RAG-App This chatbot provides information about PSI-20 companies using...	13	Experimental	—	Python
58	Monisha-b-r/TCS-Financial-Chatbot RAG-based chatbot for financial report analysis using LangChain, FAISS, and Groq LLM.	13	Experimental	—	Python
59	nbintang/rtm-class-ai Async FastAPI service for generating MCQ, essay, and summary content from...	13	Experimental	—	Python
60	Narayanasunny/ai-document-assistant AI Document Assistant using RAG, LangChain, Gemini LLM, FAISS, FastAPI, and Streamlit	13	Experimental	—	Python
61	Saneajayy/YoutubeChatbot It takes Video ID, and can answer your questions or Doubts from the Video Instantly .	13	Experimental	—	Python
62	vigor1456/genai-rag-microservice-portfolio-project Learning project - an internal knowledge assistant for a fictional “company”...	13	Experimental	—	Python
63	itskie/rag-pdf-chatbot A private, locally-running Enterprise Multi-PDF Chatbot built with Python,...	13	Experimental	—	Python
64	antoniomtz/Agent-Assistant This project implements an intelligent retail operations assistant using...	13	Experimental	—	Python
65	BrandWill-ML-DS-DE/eco-guard-rag Eco-Guard is a production-grade Hybrid RAG (Retrieval-Augmented Generation)...	13	Experimental	—	Python
66	antoniomtz/ai-rag-system An intelligent system that generates static websites using...	13	Experimental	—	Python
67	SahibTaj/Regression-Safe-RAG-Guardrails-Evaluation-Platform Regression-safe evaluation framework for RAG systems with faithfulness and...	13	Experimental	—	Python
68	DeepShah1406/Movies-Series-Recomendation-Chatbot A chatbot for Movie/Series recommendation using Retrieval-Augmented...	13	Experimental	—	Python
69	tonumayworkspace-creator/enterprise-rag Enterprise-grade Retrieval-Augmented Generation (RAG) system with...	12	Experimental	1	Python
70	smach/NICAR_resources_bot R Shiny app to search public resources from the 2024-2026 NICAR data...	11	Experimental	—	R
71	yudifaturohman/chatbot-ai-puskesmas Chatbot AI Puskesmas is an AI-based chatbot system that utilizes...	11	Experimental	1	Python
72	rishabhpancholi/multi-source-rag-chatbot A Production-Grade Agentic RAG Chatbot with Streaming, Observability, and...	10	Experimental	1	Python
73	mynewrainbow/ragApp It is an RAG App where you can provide URL to any page. It will pull data...	10	Experimental	1	Python

Comparisons in this category

rag-app and mini-rag-Application (22 vs 22)