Gemini Chatbot Builders RAG Tools

RAG chatbots built with Google Gemini API as the primary LLM, typically deployed via Streamlit or web frameworks for domain-specific Q&A. Does NOT include chatbots using other LLM providers (Claude, GPT, Llama) as primary models, or non-chatbot applications like scrapers or agents.

There are 63 gemini chatbot builders tools tracked. The highest-rated is meth04/vn_stock_rag at 46/100 with 16 stars.

Get all 63 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=rag&subcategory=gemini-chatbot-builders&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	meth04/vn_stock_rag Hệ thống phân tích chứng khoán Việt Nam chuyên sâu sử dụng kiến trúc...	46	Emerging	16	Python
2	RubensZimbres/Gemini-RAG Chatbot that uses Gemini-1.0-Pro to answer questions, with memory by using...	40	Emerging	38	Python
3	GiovaneIwamoto/campus-docs-assistant Campus Docs Assistant – Built to solve a common challenge in universities,...	35	Emerging	25	Python
4	sxflynn/TeacherGPT A proposed GPT chatbot for teachers that uses retrieval-augmentation to...	34	Emerging	10	PLpgSQL
5	akashmahlaz/roxxie A Flutter-based mobile app that helps musicians and venues match and book...	30	Emerging	2	Dart
6	iu2frl/Telegram_GeminiAI_RAG_Bot A small Telegram bot powered by Gemini AI to retrieve informations from a...	28	Experimental	2	Python
7	galeone/fitsleepinsights Custom dashboard for Fitbit users. RAG support (gemini-based) for chatting...	28	Experimental	24	Go
8	sksoumik/chat-with-doc RAG pipeline using LangChain, Gemini pro, Faiss	27	Experimental	5	Python
9	arxhr007/sahrdaya_ragx RAG chatbot for Sahrdaya College using hybrid BM25+FAISS retrieval,...	27	Experimental	3	TypeScript
10	amitgambhir/multi-llm-rag-agent-chat A production-ready, fully containerized Retrieval-Augmented Generation (RAG)...	25	Experimental	1	Python
11	HendrikReh/chessmate Self-hosted chess tutor that blends relational data (PostgreSQL) with vector...	24	Experimental	3	OCaml
12	Hexastack/hexabot-helper-chatgpt The OpenAI ChatGPT Helper Extension for Hexabot Chatbot / Agent Builder to...	24	Experimental	2	TypeScript
13	devbana/MahaSocietyRuleChatbot This project is a small RAG application for Maharashtra housing society...	22	Experimental	—	Python
14	nedpals/emma The interactive handbook for Ignacian Marians	22	Experimental	8	Python
15	N1KH1LT0X1N/Road-Safety-Intervention-Chatbot 🛑 An AI-powered system for recommending road safety interventions based on...	22	Experimental	1	Python
16	stanislawprzyjemski42/RAG_Project_2025 RAG Chatbot that turns documents in Google Drive into a conversational AI....	22	Experimental	1	Python
17	superuser303/streamkar-bot A real-time AI Support Agent for StreamKar using Google Gemini 2.5 Flash,...	21	Experimental	—	HTML
18	tynnp/edu-rag-platform-test Hệ thống hỏi đáp thông minh sử dụng RAG (Retrieval-Augmented Generation) cho...	21	Experimental	—	TypeScript
19	shafiqul-islam-sumon/ragent-chatbot RAGent Chatbot is a smart AI assistant that combines Retrieval-Augmented...	20	Experimental	4	Python
20	Adityagupta-dev/Ai-based-prescreening-assistant-bot The AI-Based Pre-Screening Assistant Bot is an AI-powered technical...	19	Experimental	4	Python
21	slfagrouche/Brooklyn-College-RAG-QA-BOT AG QA Application based on Brooklyn College Student Handbook 2023-2024: A...	18	Experimental	2	Python
22	reymundvirtus/ai-document-chat 💬 Chat with your documents using LangChain and Gemini LLM, powered by...	18	Experimental	1	Jupyter Notebook
23	ChahiriAbderrahmane/CDiscount_Assistant_Chatbot Cdiscount Assistant Bot - AI-Powered Chatbot for Customer Service with Memory	17	Experimental	—	—
24	SandeepGitGuy/Insurance_Document_Chatbot_RAG A Question Answering(Q/A) Chatbot on Insurance Documents. Powered by...	17	Experimental	1	Jupyter Notebook
25	miashraf1818/genai-rag-chatbot 🤖 AI-powered RAG chatbot: Upload documents, ask questions, get intelligent...	16	Experimental	1	TypeScript
26	suebi76/1zu1 1:1-Ausstattung Niedersachsen – KI-Beratungs-Assistent für...	15	Experimental	1	HTML
27	TobiasNobile/tn-gpt An Agentic RAG Chatbot for answering most asked questions by the TELECOM...	15	Experimental	—	HTML
28	Rkomi98/datapizzaAI-RAG Datapizza‑AI FAQ chatbot with RAG: Streamlit front end, Qdrant vector DB,...	14	Experimental	1	Python
29	suebi76/KI-Chatbot-with-RAG KI-Assistent für den Fortbildungskurs Digitales Klassenraummanagement in der...	14	Experimental	—	HTML
30	puvanakopis/CampusEase 𝐶𝑎𝑚𝑝𝑢𝑠𝐸𝑎𝑠𝑒 𝑖𝑠 𝑎 𝑢𝑛𝑖𝑣𝑒𝑟𝑠𝑖𝑡𝑦-𝑒𝑥𝑐𝑙𝑢𝑠𝑖𝑣𝑒 𝑟𝑒𝑛𝑡𝑎𝑙 𝑝𝑙𝑎𝑡𝑓𝑜𝑟𝑚 𝑓𝑜𝑟 𝑎𝑐𝑐𝑜𝑚𝑚𝑜𝑑𝑎𝑡𝑖𝑜𝑛𝑠 𝑎𝑛𝑑...	14	Experimental	—	JavaScript
31	kokilamariyayi/vidhyapath AI-powered multilingual career guidance chatbot for Indian students in...	14	Experimental	—	Python
32	tradervijeth/kent-chatbot A prototype conversational AI student support assistant for the University...	14	Experimental	—	Python
33	aishaamirkhann-bit/ai-chat-platform AI chat platform with RAG pipeline, SSE streaming, JWT auth — FastAPI,...	14	Experimental	—	HTML
34	kasturic02/easy-policy-helper Retrieval-Augmented Generation chatbot using Lovable, where the model...	14	Experimental	1	TypeScript
35	manas1331/PESU_IO_Project This is a general health chatbot which is built using Gemini model and it...	14	Experimental	1	Python
36	saharaite/gemini-scraper ابزاری هوشمند که با استفاده از جمینای، برای هر سایت خبری یک اسکرپر اختصاصی...	14	Experimental	1	Python
37	Aditya22b0053/Course-Buddy-AI Conversational AI course assistant for IIT Bombay — built with RAG,...	14	Experimental	1	Jupyter Notebook
38	vinny990/hr-ai-assistant RAG-based internal HR chatbot with input validation, role-based access, and...	13	Experimental	—	HTML
39	yujiitadoriyadav/langchain-rag-pipeline_DSA_CHATBOT AI-powered Q&A chatbot for DSA PDFs using RAG, LangChain, Pinecone & Gemini	13	Experimental	—	JavaScript
40	RohanThawait/CodeQuest An AI-powered Slack bot that accelerates software engineer onboarding by...	13	Experimental	—	Python
41	Mehreen1103/h-map-chatbot AI-powered RAG chatbot using LangChain, FAISS & Google Gemini to answer...	13	Experimental	—	Python
42	germainelry/chatbit MVP Full-stack AI customer support platform with Human-in-the-Loop review,...	13	Experimental	—	—
43	Divyansh723/chat-app-with-rag Tempest is a smart AI chat app using Google Gemini with document-aware...	13	Experimental	—	CSS
44	yashdesai023/chatbot-ai-project An intelligent Retrieval-Augmented Generation (RAG) chatbot that leverages...	13	Experimental	—	Jupyter Notebook
45	IpekYoluGPT/ipekgpt IpekGPT is a RAG-powered assistant built for the İpek Yolu Uluslararası...	13	Experimental	—	Jupyter Notebook
46	Llein1/AnswerAI Gelişmiş RAG sohbet botu: Diyalog belleği, kalıcı dosya saklama ve çoklu...	13	Experimental	—	JavaScript
47	aleadr/AIRAG-Kant-Perpetual-Peace RAG chatbot to explore Kant's "Toward Perpetual Peace" (1795) in Bahasa...	13	Experimental	—	JavaScript
48	LSeungHyun/boardgame_rule_buddy_ai 보드게임 규칙 전문 AI 챗봇. RAG와 Gemini API를 활용하여 복잡한 룰 질문에 정확한 답변을 제공합니다.	13	Experimental	—	TypeScript
49	jiyuujin/kaigi-support 📚 Slack RAG bot using Gemini to answer questions from Google Drive docs.	13	Experimental	—	TypeScript
50	abdelhak-abdelhakem/my_rag_chatbot 🎓 UniBot DZ: A RAG-powered University Assistant built with LangChain, OpenAI...	13	Experimental	—	Python
51	Veer-Parikh/WebSec-Advisor A security-focused RAG chatbot that uses Gemini 2.5 Flash and Pinecone to...	13	Experimental	—	Jupyter Notebook
52	sixthextinction/rag-chatbot A tutorial-scale, fully local RAG-based chatbot built with Gemma 3 via...	13	Experimental	6	JavaScript
53	TitanSage02/CampusAdvisor CampusAdvisor est un bot conversationnel destiné à orienter les nouveaux...	12	Experimental	1	Python
54	Hexastack/hexabot-helper-gemini The Gemini Helper Extension for Hexabot Chatbot / Agent Builder to enable...	12	Experimental	2	TypeScript
55	Farrely-F/polisync A chat bot built with Gemini LLM and Langchain for RAG based chat bot app...	11	Experimental	1	TypeScript
56	sujal-thakkar/hr-query-chatbot An intelligent HR assistant powered by Google Gemini AI, enabling natural...	11	Experimental	—	Python
57	DevWaqarAhmad/Gemini-RAG-Chatbot An advanced NLP chatbot using Gemini API, RAG architecture, FAISS, and...	11	Experimental	—	Python
58	rugveddarwhekar/board-games-faq This project demonstrates how to build a smart chatbot for board games using...	11	Experimental	1	Jupyter Notebook
59	faerazo/GuPT GuPT is a RAG chatbot system providing accurate and quick answers about...	11	Experimental	1	Python
60	mohammadshahidbeigh/mietbot--retrieval-augmented-generation Mietbot is an AI RAG-powered chatbot designed to assist students, faculty,...	11	Experimental	3	JavaScript
61	AviN27/DB-Communicator Q&A chatbot with RAG to communicate with your database	10	Experimental	1	Jupyter Notebook
62	OronaDaniel/CSUCI_Companion AI-powered campus assistant using RAG + GPT-4 Turbo. Features custom Scrapy...	10	Experimental	1	Python
63	iamaparnaojha/CampusQuery CampusQuery is an AI-powered, RAG-based (Retrieval-Augmented Generation)...	10	Experimental	1	HTML

Comparisons in this category

Gemini-RAG and ragent-chatbot (40 vs 20) Gemini-RAG and multi-llm-rag-agent-chat (40 vs 25)