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 56 gemini chatbot builders tools tracked. The highest-rated is meth04/vn_stock_rag at 40/100 with 16 stars.

Get all 56 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=rag&subcategory=gemini-chatbot-builders&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	meth04/vn_stock_rag Hệ thống phân tích chứng khoán Việt Nam chuyên sâu sử dụng kiến trúc...	40	Emerging	16	Python
2	RubensZimbres/Gemini-RAG Chatbot that uses Gemini-1.0-Pro to answer questions, with memory by using...	33	Emerging	38	Python
3	IETEAmritaChapter/AmritaGPT AmritaGPT is a chatbot designed to answer all Amrita Viswa Vidyapeetham...	28	Experimental	3	Jupyter Notebook
4	GiovaneIwamoto/campus-docs-assistant Campus Docs Assistant – Built to solve a common challenge in universities,...	28	Experimental	25	Python
5	sxflynn/TeacherGPT A proposed GPT chatbot for teachers that uses retrieval-augmentation to...	27	Experimental	10	PLpgSQL
6	akashmahlaz/roxxie A Flutter-based mobile app that helps musicians and venues match and book...	26	Experimental	2	Dart
7	arxhr007/sahrdaya_ragx RAG chatbot for Sahrdaya College using hybrid BM25+FAISS retrieval,...	25	Experimental	3	TypeScript
8	amitgambhir/multi-llm-rag-agent-chat A production-ready, fully containerized Retrieval-Augmented Generation (RAG)...	23	Experimental	1	Python
9	devbana/MahaSocietyRuleChatbot This project is a small RAG application for Maharashtra housing society...	22	Experimental	—	Python
10	iu2frl/Telegram_GeminiAI_RAG_Bot A small Telegram bot powered by Gemini AI to retrieve informations from a...	21	Experimental	2	Python
11	galeone/fitsleepinsights Custom dashboard for Fitbit users. RAG support (gemini-based) for chatting...	21	Experimental	24	Go
12	N1KH1LT0X1N/Road-Safety-Intervention-Chatbot 🛑 An AI-powered system for recommending road safety interventions based on...	20	Experimental	1	Python
13	stanislawprzyjemski42/RAG_Project_2025 RAG Chatbot that turns documents in Google Drive into a conversational AI....	20	Experimental	1	Python
14	sksoumik/chat-with-doc RAG pipeline using LangChain, Gemini pro, Faiss	20	Experimental	5	Python
15	superuser303/streamkar-bot A real-time AI Support Agent for StreamKar using Google Gemini 2.5 Flash,...	19	Experimental	—	HTML
16	tynnp/edu-rag-platform-test Hệ thống hỏi đáp thông minh sử dụng RAG (Retrieval-Augmented Generation) cho...	19	Experimental	—	TypeScript
17	HendrikReh/chessmate Self-hosted chess tutor that blends relational data (PostgreSQL) with vector...	18	Experimental	3	OCaml
18	Hexastack/hexabot-helper-chatgpt The OpenAI ChatGPT Helper Extension for Hexabot Chatbot / Agent Builder to...	17	Experimental	2	TypeScript
19	Mehreen1103/h-map-chatbot AI-powered RAG chatbot using LangChain, FAISS & Google Gemini to answer...	16	Experimental	—	Python
20	nedpals/emma The interactive handbook for Ignacian Marians	15	Experimental	8	Python
21	ChahiriAbderrahmane/CDiscount_Assistant_Chatbot Cdiscount Assistant Bot - AI-Powered Chatbot for Customer Service with Memory	15	Experimental	—	—
22	suebi76/1zu1 1:1-Ausstattung Niedersachsen – KI-Beratungs-Assistent für...	15	Experimental	1	HTML
23	shafiqul-islam-sumon/ragent-chatbot RAGent Chatbot is a smart AI assistant that combines Retrieval-Augmented...	14	Experimental	4	Python
24	mohamedthekingmale/pinecone-ai-champions-league-chat 🤖 Access intelligent insights on UEFA Champions League seasons (2020/21 to...	14	Experimental	—	TypeScript
25	aleadr/AIRAG-Kant-Perpetual-Peace RAG chatbot to explore Kant's "Toward Perpetual Peace" (1795) in Bahasa...	14	Experimental	—	JavaScript
26	Llein1/AnswerAI Gelişmiş RAG sohbet botu: Diyalog belleği, kalıcı dosya saklama ve çoklu...	14	Experimental	—	JavaScript
27	vinny990/hr-ai-assistant RAG-based internal HR chatbot with input validation, role-based access, and...	14	Experimental	—	HTML
28	suebi76/KI-Chatbot-with-RAG KI-Assistent für den Fortbildungskurs Digitales Klassenraummanagement in der...	14	Experimental	—	HTML
29	puvanakopis/CampusEase 𝐶𝑎𝑚𝑝𝑢𝑠𝐸𝑎𝑠𝑒 𝑖𝑠 𝑎 𝑢𝑛𝑖𝑣𝑒𝑟𝑠𝑖𝑡𝑦-𝑒𝑥𝑐𝑙𝑢𝑠𝑖𝑣𝑒 𝑟𝑒𝑛𝑡𝑎𝑙 𝑝𝑙𝑎𝑡𝑓𝑜𝑟𝑚 𝑓𝑜𝑟 𝑎𝑐𝑐𝑜𝑚𝑚𝑜𝑑𝑎𝑡𝑖𝑜𝑛𝑠 𝑎𝑛𝑑...	14	Experimental	—	JavaScript
30	kokilamariyayi/vidhyapath AI-powered multilingual career guidance chatbot for Indian students in...	14	Experimental	—	Python
31	tradervijeth/kent-chatbot A prototype conversational AI student support assistant for the University...	14	Experimental	—	Python
32	aishaamirkhann-bit/ai-chat-platform AI chat platform with RAG pipeline, SSE streaming, JWT auth — FastAPI,...	14	Experimental	—	HTML
33	TobiasNobile/tn-gpt An Agentic RAG Chatbot for answering most asked questions by the TELECOM...	13	Experimental	—	HTML
34	Adityagupta-dev/Ai-based-prescreening-assistant-bot The AI-Based Pre-Screening Assistant Bot is an AI-powered technical...	12	Experimental	4	Python
35	saharaite/gemini-scraper ابزاری هوشمند که با استفاده از جمینای، برای هر سایت خبری یک اسکرپر اختصاصی...	12	Experimental	1	Python
36	manas1331/PESU_IO_Project This is a general health chatbot which is built using Gemini model and it...	12	Experimental	1	Python
37	miashraf1818/genai-rag-chatbot 🤖 AI-powered RAG chatbot: Upload documents, ask questions, get intelligent...	12	Experimental	1	TypeScript
38	Aditya22b0053/Course-Buddy-AI Conversational AI course assistant for IIT Bombay — built with RAG,...	12	Experimental	1	Jupyter Notebook
39	reymundvirtus/ai-document-chat 💬 Chat with your documents using LangChain and Gemini LLM, powered by...	12	Experimental	1	Jupyter Notebook
40	kasturic02/easy-policy-helper Retrieval-Augmented Generation chatbot using Lovable, where the model...	12	Experimental	1	TypeScript
41	slfagrouche/Brooklyn-College-RAG-QA-BOT AG QA Application based on Brooklyn College Student Handbook 2023-2024: A...	11	Experimental	2	Python
42	Veer-Parikh/WebSec-Advisor A security-focused RAG chatbot that uses Gemini 2.5 Flash and Pinecone to...	11	Experimental	—	Jupyter Notebook
43	DevWaqarAhmad/Gemini-RAG-Chatbot An advanced NLP chatbot using Gemini API, RAG architecture, FAISS, and...	11	Experimental	—	Python
44	sujal-thakkar/hr-query-chatbot An intelligent HR assistant powered by Google Gemini AI, enabling natural...	11	Experimental	—	Python
45	germainelry/chatbit MVP Full-stack AI customer support platform with Human-in-the-Loop review,...	11	Experimental	—	—
46	Divyansh723/chat-app-with-rag Tempest is a smart AI chat app using Google Gemini with document-aware...	11	Experimental	—	CSS
47	yashdesai023/chatbot-ai-project An intelligent Retrieval-Augmented Generation (RAG) chatbot that leverages...	11	Experimental	—	Jupyter Notebook
48	IpekYoluGPT/ipekgpt IpekGPT is a RAG-powered assistant built for the İpek Yolu Uluslararası...	11	Experimental	—	Jupyter Notebook
49	yujiitadoriyadav/langchain-rag-pipeline_DSA_CHATBOT AI-powered Q&A chatbot for DSA PDFs using RAG, LangChain, Pinecone & Gemini	11	Experimental	—	JavaScript
50	LSeungHyun/boardgame_rule_buddy_ai 보드게임 규칙 전문 AI 챗봇. RAG와 Gemini API를 활용하여 복잡한 룰 질문에 정확한 답변을 제공합니다.	11	Experimental	—	TypeScript
51	jiyuujin/kaigi-support 📚 Slack RAG bot using Gemini to answer questions from Google Drive docs.	11	Experimental	—	TypeScript
52	abdelhak-abdelhakem/my_rag_chatbot 🎓 UniBot DZ: A RAG-powered University Assistant built with LangChain, OpenAI...	11	Experimental	—	Python
53	RohanThawait/CodeQuest An AI-powered Slack bot that accelerates software engineer onboarding by...	11	Experimental	—	Python
54	mohammadshahidbeigh/campus360 Campus 360 is an AI-powered chatbot 🤖 designed to assist students, faculty,...	10	Experimental	1	TypeScript
55	SandeepGitGuy/Insurance_Document_Chatbot_RAG A Question Answering(Q/A) Chatbot on Insurance Documents. Powered by...	10	Experimental	1	Jupyter Notebook
56	TitanSage02/CampusAdvisor CampusAdvisor est un bot conversationnel destiné à orienter les nouveaux...	10	Experimental	1	Python

Comparisons in this category

Gemini-RAG and multi-llm-rag-agent-chat (33 vs 23)