Wikipedia RAG Systems RAG Tools

RAG applications built specifically around Wikipedia as the primary knowledge source, including tools for ingesting, indexing, and querying Wikipedia content. Does NOT include general RAG systems, other wiki platforms (unless Wikipedia-focused), or RAG tools that use Wikipedia as one of many data sources.

There are 48 wikipedia rag systems tools tracked. 1 score above 50 (established tier). The highest-rated is moodlehq/wiki-rag at 50/100 with 31 stars.

Get all 48 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	moodlehq/wiki-rag An experimental Retrieval-Augmented Generation (RAG) system specialised in...	50	Established	31	Python
2	macromeer/offline-wikipedia-rag Free offline AI with complete Wikipedia knowledge - 100% private	38	Emerging	3	Python
3	xumozhu/RAG-system Retrieval-Augmented Generation system: ask a question, retrieve relevant...	36	Emerging	8	Jupyter Notebook
4	MauroAndretta/WikiRag WikiRag is a Retrieval-Augmented Generation (RAG) system designed for...	34	Emerging	10	Jupyter Notebook
5	ShahMitul-GenAI/RAG-Simplified Enhance GPT-3.5-Turbo output using Retrieval-Augmented Generation (RAG) with...	34	Emerging	5	Python
6	QingFei1/LongRAG [EMNLP 2024] LongRAG: A Dual-perspective Retrieval-Augmented Generation...	32	Emerging	120	Python
7	harshitv804/RAG-without-Vector-DB Retrieval-Augmented Generation without Vector-DB	31	Emerging	3	Python
8	AdyTech99/volo An F/OSS solution combining AI with Wikipedia knowledge via a RAG pipeline	31	Emerging	98	Python
9	Fraunhofer-IIS/RAGonite This repository contains code for the RAGonite project, a flexible RAG...	31	Emerging	7	Python
10	loryanstrant/simple-wik A simple, sweet wiki solution that keeps your knowledge organized just like...	26	Experimental	1	JavaScript
11	sukanyabag/QnA-Langchain-VectorDB An implementation of Retrieval Augmented Generation (RAG) to enhance Large...	26	Experimental	7	Python
12	chxlm27/MultiSourceRAG RAG system using Hugging Face models, multiple vector stores (Chroma,...	23	Experimental	4	Jupyter Notebook
13	luksrn/pkmbridge A RAG (Retrieval-Augmented Generation) service designed to enrich AI...	22	Experimental	1	Kotlin
14	NamSyntax/vietnamese-rag-system A complete Retrieval-Augmented Generation (RAG) pipeline designed for...	22	Experimental	—	Python
15	YanSte/NLP-LLM-LangChain-RAG-Question-Answer-Own-Data Natural Language Processing (NLP) and Large Language Models (LLM) with...	22	Experimental	2	Jupyter Notebook
16	albrud199/Retrieval-Augmented-Generation-RAG---Uni-Disciplinary A Retrieval-Augmented Generation (RAG) system that answers university...	21	Experimental	—	Jupyter Notebook
17	anto18671/langchain-research A lightweight, modular Retrieval-Augmented Generation (RAG) system built...	20	Experimental	1	Python
18	samyak24jain/RAG-LangChain-QA Retrieval Augmented Generation using LangChain and FAISS.	20	Experimental	5	Python
19	K0EKJE/Retrieval-Augmented-Generation-for-PodCastQA A RAG system build with LangChain and Ollma. Llama 3.2 as generator and BGE...	19	Experimental	4	Python
20	z00logist/wiki-helper RAG-powered QnA System for any Wikipedia Page	19	Experimental	3	Jupyter Notebook
21	ChaitanyaC22/HR_Policy_Query_Resolution_with_Retrieval_Augmented_Generation_RAG This repository contains an HR Policy Query Resolution system using...	18	Experimental	2	Jupyter Notebook
22	wikit-ai/wikit-rag-arena Wikit RAG Arena	17	Experimental	1	Python
23	AyushDhimann/RAGging Multilingual RAG with gemma3:4b	17	Experimental	—	Python
24	ahipparagi7028/Pyschology_QnA_Using_RAG First experiment with Retrieval-Augmented Generation (RAG) project using...	17	Experimental	—	Python
25	mauriziotirabassi/isce_iterative_rag Iterative multi-hop retrieval-augmented QA that updates the query embedding...	17	Experimental	—	Jupyter Notebook
26	CodeByKarthik/RAG-Query-Translation--Semantic-Search This repository implements Retrieval-Augmented Generation (RAG) for Query...	17	Experimental	1	Python
27	kunjankanani/Document_Query_Search Retrieval-Augmented Generation, or RAG, is an innovative approach that...	16	Experimental	1	Python
28	alessiopittiglio/bdtm-project An evaluation of Retrieval-Augmented Generation (RAG) systems for...	14	Experimental	1	Jupyter Notebook
29	zeerd/dokuwiki-plugin-ragasker RagAsker is a DokuWiki plugin that brings Retrieval-Augmented Generation...	14	Experimental	1	PHP
30	estnafinema0/RAG-for-Help.mail.ru A Retrieval-Augmented Generation (RAG) pipeline for help.mail.ru that...	13	Experimental	—	Jupyter Notebook
31	anmolsharma152/wikirag A lightweight, local RAG engine for Wikipedia. Runs 100% offline on CPU...	13	Experimental	—	Python
32	BruteForceNetwork/RAG-Explorer-Retriever This repository demonstrates Retrieval-Augmented Generation (RAG) with two...	13	Experimental	—	Python
33	KasunAbeyweera/Wiki-Rag A command-line RAG application for querying the Wikipedia Movie Plot Dataset...	13	Experimental	—	Python
34	jesusbenitez08/wikipedia-rag-system Retrieval-Augmented Generation project for querying and analyzing Wikipedia...	13	Experimental	—	Python
35	bijay-odyssey/RAG_basics A lightweight, end-to-end Retrieval-Augmented Generation (RAG) chatbot...	13	Experimental	—	Python
36	Shreyjain203/Wikipedia-Continual-Learning-RAG This repository implements a self-updating RAG (Retrieval Augmented...	12	Experimental	5	Python
37	SeungjaeLim/GenEraser [ICISTS 2024 Hackafair Gold Award for 1st Place] GenEraser: A Customizable...	12	Experimental	1	Python
38	mamiriqbal1/rag_book_qa_prompt A simple demonstration of how you can implement retrieval augmented...	12	Experimental	8	Jupyter Notebook
39	rosyteran/Llamaparse-Groq-Retrieval_Augmented_Agent User-friendly interface for creating effective Retrieval Augmented Generation (RAGs)	11	Experimental	3	Jupyter Notebook
40	MahtabRanjbar/ml-papers-rag A Retrieval-Augmented Generation (RAG) chatbot that answers questions about...	11	Experimental	—	Python
41	Muhammad-Ibrahim-Khan/Qwiki A RAG-based application which uses LLMs to enhance users' search experience...	11	Experimental	—	—
42	Rag-PandasAIAgent/Retrieval-Augmented-Generation A Retrieval-Augmented Generation (RAG) implementation using LangChain to...	11	Experimental	—	Python
43	sayantan11995/wikipedia_enrichment Codebase for the COLING2025 paper REVerSum: A Multi-staged...	11	Experimental	1	Jupyter Notebook
44	vidiptvashist/Self-Corrective-Retrieval-Augmented-Generation-SCRAG- Self-Corrective Retrieval-Augmented Generation (SCRAG) framework designed...	11	Experimental	—	Python
45	sadiqhussain13/MP-RAG MP-RAG Stands for Multi Purpose Retrieval-Augmented Generation.	10	Experimental	2	Python
46	notesparvvaresh/RAG-Application This repository contains a Retrieval-Augmented Generation (RAG) application,...	10	Experimental	2	HTML
47	shuvajitpal/-Rag-Based-User-Query-Application-to-Generate-Answers Python-based Retrieval-Augmented Generation (RAG) application leveraging...	10	Experimental	1	Python
48	tahirkorma/langchain-retrievers Examples of using different retrievers in LangChain, including Wikipedia,...	10	Experimental	1	Jupyter Notebook

Comparisons in this category

wiki-rag and volo (50 vs 31) RAG-system and LongRAG (36 vs 32) wiki-rag and WikiRag (50 vs 34) wiki-rag and RAG-Simplified (50 vs 34) RAG-system and WikiRag (36 vs 34) WikiRag and RAG-Simplified (34 vs 34) RAG-system and RAG-Simplified (36 vs 34) RAG-system and Retrieval-Augmented-Generation-RAG---Uni-Disciplinary (36 vs 21)